peliculas Report

Dataset statistics

Number of variables	18
Number of observations	4803
Missing cells	850
Missing cells (%)	1.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	40.8 MiB
Average record size in memory	8.7 KiB

Variable types

Numeric	7
Categorical	10
DateTime	1

Alerts

`genres` has a high cardinality: 1175 distinct values	High cardinality
`keywords` has a high cardinality: 4222 distinct values	High cardinality
`original_title` has a high cardinality: 4801 distinct values	High cardinality
`overview` has a high cardinality: 4800 distinct values	High cardinality
`production_companies` has a high cardinality: 3697 distinct values	High cardinality
`spoken_languages` has a high cardinality: 544 distinct values	High cardinality
`tagline` has a high cardinality: 3944 distinct values	High cardinality
`cast` has a high cardinality: 4761 distinct values	High cardinality
`crew` has a high cardinality: 4776 distinct values	High cardinality
`budget` is highly correlated with `popularity` and 2 other fields	High correlation
`popularity` is highly correlated with `budget` and 2 other fields	High correlation
`revenue` is highly correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly correlated with `budget` and 2 other fields	High correlation
`budget` is highly correlated with `popularity` and 2 other fields	High correlation
`popularity` is highly correlated with `budget` and 2 other fields	High correlation
`revenue` is highly correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly correlated with `budget` and 2 other fields	High correlation
`budget` is highly correlated with `revenue`	High correlation
`popularity` is highly correlated with `revenue` and 1 other fields	High correlation
`revenue` is highly correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly correlated with `popularity` and 1 other fields	High correlation
`budget` is highly correlated with `revenue`	High correlation
`popularity` is highly correlated with `revenue` and 1 other fields	High correlation
`revenue` is highly correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly correlated with `popularity` and 1 other fields	High correlation
`tagline` has 844 (17.6%) missing values	Missing
`original_title` is uniformly distributed	Uniform
`overview` is uniformly distributed	Uniform
`tagline` is uniformly distributed	Uniform
`cast` is uniformly distributed	Uniform
`crew` is uniformly distributed	Uniform
`id` has unique values	Unique
`budget` has 1037 (21.6%) zeros	Zeros
`revenue` has 1427 (29.7%) zeros	Zeros
`vote_average` has 63 (1.3%) zeros	Zeros
`vote_count` has 62 (1.3%) zeros	Zeros

Reproduction

Analysis started	2022-01-01 15:43:18.911988
Analysis finished	2022-01-01 15:43:40.412282
Duration	21.5 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

budget
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	436
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29045039.88

Minimum	0
Maximum	380000000
Zeros	1037
Zeros (%)	21.6%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	790000
median	15000000
Q3	40000000
95-th percentile	115000000
Maximum	380000000
Range	380000000
Interquartile range (IQR)	39210000

Descriptive statistics

Standard deviation	40722391.26
Coefficient of variation (CV)	1.402042877
Kurtosis	7.658060224
Mean	29045039.88
Median Absolute Deviation (MAD)	15000000
Skewness	2.437211029
Sum	1.395033265 × 10¹¹
Variance	1.65831315 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1037	21.6%
20000000	144	3.0%
30000000	128	2.7%
25000000	126	2.6%
40000000	123	2.6%
15000000	120	2.5%
35000000	102	2.1%
10000000	101	2.1%
50000000	101	2.1%
60000000	86	1.8%
Other values (426)	2735	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1037	21.6%
1	7	0.1%
2	1	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
10	3	0.1%
11	1	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
380000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
270000000	1	< 0.1%
260000000	2	< 0.1%
258000000	1	< 0.1%
255000000	1	< 0.1%
250000000	8	0.2%
245000000	1	< 0.1%
237000000	1	< 0.1%

genres
Categorical

HIGH CARDINALITY

Distinct	1175
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Memory size	676.7 KiB

[{"id": 18, "name": "Drama"}]	370
[{"id": 35, "name": "Comedy"}]	282
[{"id": 18, "name": "Drama"}, {"id": 10749, "name": "Romance"}]	164
[{"id": 35, "name": "Comedy"}, {"id": 10749, "name": "Romance"}]	144
[{"id": 35, "name": "Comedy"}, {"id": 18, "name": "Drama"}]	142
Other values (1170)	3701

Length

Max length	230
Median length	72
Mean length	79.28190714
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	739 ?
Unique (%)	15.4%

Sample

1st row	[{"id": 28, "name": "Action"}, {"id": 12, "name": "Adventure"}, {"id": 14, "name": "Fantasy"}, {"id": 878, "name": "Science Fiction"}]
2nd row	[{"id": 12, "name": "Adventure"}, {"id": 14, "name": "Fantasy"}, {"id": 28, "name": "Action"}]
3rd row	[{"id": 28, "name": "Action"}, {"id": 12, "name": "Adventure"}, {"id": 80, "name": "Crime"}]
4th row	[{"id": 28, "name": "Action"}, {"id": 80, "name": "Crime"}, {"id": 18, "name": "Drama"}, {"id": 53, "name": "Thriller"}]
5th row	[{"id": 28, "name": "Action"}, {"id": 12, "name": "Adventure"}, {"id": 878, "name": "Science Fiction"}]

Common Values

Value	Count	Frequency (%)
[{"id": 18, "name": "Drama"}]	370	7.7%
[{"id": 35, "name": "Comedy"}]	282	5.9%
[{"id": 18, "name": "Drama"}, {"id": 10749, "name": "Romance"}]	164	3.4%
[{"id": 35, "name": "Comedy"}, {"id": 10749, "name": "Romance"}]	144	3.0%
[{"id": 35, "name": "Comedy"}, {"id": 18, "name": "Drama"}]	142	3.0%
[{"id": 35, "name": "Comedy"}, {"id": 18, "name": "Drama"}, {"id": 10749, "name": "Romance"}]	109	2.3%
[{"id": 27, "name": "Horror"}, {"id": 53, "name": "Thriller"}]	88	1.8%
[{"id": 99, "name": "Documentary"}]	68	1.4%
[{"id": 27, "name": "Horror"}]	64	1.3%
[{"id": 18, "name": "Drama"}, {"id": 53, "name": "Thriller"}]	62	1.3%
Other values (1165)	3310	68.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
id	12160	24.7%
name	12160	24.7%
drama	2297	4.7%
18	2297	4.7%
comedy	1722	3.5%
35	1722	3.5%
53	1274	2.6%
thriller	1274	2.6%
action	1154	2.3%
28	1154	2.3%
Other values (35)	11997	24.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

id
Real number (ℝ_≥0)

UNIQUE

Distinct	4803
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57165.48428

Minimum	5
Maximum	459488
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	5
5-th percentile	578.1
Q1	9014.5
median	14629
Q3	58610.5
95-th percentile	285779
Maximum	459488
Range	459483
Interquartile range (IQR)	49596

Descriptive statistics

Standard deviation	88694.61403
Coefficient of variation (CV)	1.551541374
Kurtosis	3.346747662
Mean	57165.48428
Median Absolute Deviation (MAD)	12920
Skewness	2.072080474
Sum	274565821
Variance	7866734559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45054	1	< 0.1%
19084	1	< 0.1%
41144	1	< 0.1%
13187	1	< 0.1%
8849	1	< 0.1%
29339	1	< 0.1%
286939	1	< 0.1%
673	1	< 0.1%
10368	1	< 0.1%
14438	1	< 0.1%
Other values (4793)	4793	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
459488	1	< 0.1%
447027	1	< 0.1%
433715	1	< 0.1%
426469	1	< 0.1%
426067	1	< 0.1%
417859	1	< 0.1%
408429	1	< 0.1%
407887	1	< 0.1%
402515	1	< 0.1%
396152	1	< 0.1%

keywords
Categorical

HIGH CARDINALITY

Distinct	4222
Distinct (%)	87.9%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

[]	412
[{"id": 10183, "name": "independent film"}]	55
[{"id": 187056, "name": "woman director"}]	42
[{"id": 179431, "name": "duringcreditsstinger"}]	15
[{"id": 6075, "name": "sport"}]	13
Other values (4217)	4266

Length

Max length	3783
Median length	225
Mean length	277.0114512
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4192 ?
Unique (%)	87.3%

Sample

1st row	[{"id": 1463, "name": "culture clash"}, {"id": 2964, "name": "future"}, {"id": 3386, "name": "space war"}, {"id": 3388, "name": "space colony"}, {"id": 3679, "name": "society"}, {"id": 3801, "name": "space travel"}, {"id": 9685, "name": "futuristic"}, {"id": 9840, "name": "romance"}, {"id": 9882, "name": "space"}, {"id": 9951, "name": "alien"}, {"id": 10148, "name": "tribe"}, {"id": 10158, "name": "alien planet"}, {"id": 10987, "name": "cgi"}, {"id": 11399, "name": "marine"}, {"id": 13065, "name": "soldier"}, {"id": 14643, "name": "battle"}, {"id": 14720, "name": "love affair"}, {"id": 165431, "name": "anti war"}, {"id": 193554, "name": "power relations"}, {"id": 206690, "name": "mind and soul"}, {"id": 209714, "name": "3d"}]
2nd row	[{"id": 270, "name": "ocean"}, {"id": 726, "name": "drug abuse"}, {"id": 911, "name": "exotic island"}, {"id": 1319, "name": "east india trading company"}, {"id": 2038, "name": "love of one's life"}, {"id": 2052, "name": "traitor"}, {"id": 2580, "name": "shipwreck"}, {"id": 2660, "name": "strong woman"}, {"id": 3799, "name": "ship"}, {"id": 5740, "name": "alliance"}, {"id": 5941, "name": "calypso"}, {"id": 6155, "name": "afterlife"}, {"id": 6211, "name": "fighter"}, {"id": 12988, "name": "pirate"}, {"id": 157186, "name": "swashbuckler"}, {"id": 179430, "name": "aftercreditsstinger"}]
3rd row	[{"id": 470, "name": "spy"}, {"id": 818, "name": "based on novel"}, {"id": 4289, "name": "secret agent"}, {"id": 9663, "name": "sequel"}, {"id": 14555, "name": "mi6"}, {"id": 156095, "name": "british secret service"}, {"id": 158431, "name": "united kingdom"}]
4th row	[{"id": 849, "name": "dc comics"}, {"id": 853, "name": "crime fighter"}, {"id": 949, "name": "terrorist"}, {"id": 1308, "name": "secret identity"}, {"id": 1437, "name": "burglar"}, {"id": 3051, "name": "hostage drama"}, {"id": 3562, "name": "time bomb"}, {"id": 6969, "name": "gotham city"}, {"id": 7002, "name": "vigilante"}, {"id": 9665, "name": "cover-up"}, {"id": 9715, "name": "superhero"}, {"id": 9990, "name": "villainess"}, {"id": 10044, "name": "tragic hero"}, {"id": 13015, "name": "terrorism"}, {"id": 14796, "name": "destruction"}, {"id": 18933, "name": "catwoman"}, {"id": 156082, "name": "cat burglar"}, {"id": 156395, "name": "imax"}, {"id": 173272, "name": "flood"}, {"id": 179093, "name": "criminal underworld"}, {"id": 230775, "name": "batman"}]
5th row	[{"id": 818, "name": "based on novel"}, {"id": 839, "name": "mars"}, {"id": 1456, "name": "medallion"}, {"id": 3801, "name": "space travel"}, {"id": 7376, "name": "princess"}, {"id": 9951, "name": "alien"}, {"id": 10028, "name": "steampunk"}, {"id": 10539, "name": "martian"}, {"id": 10685, "name": "escape"}, {"id": 161511, "name": "edgar rice burroughs"}, {"id": 163252, "name": "alien race"}, {"id": 179102, "name": "superhuman strength"}, {"id": 190320, "name": "mars civilization"}, {"id": 195446, "name": "sword and planet"}, {"id": 207928, "name": "19th century"}, {"id": 209714, "name": "3d"}]

Common Values

Value	Count	Frequency (%)
[]	412	8.6%
[{"id": 10183, "name": "independent film"}]	55	1.1%
[{"id": 187056, "name": "woman director"}]	42	0.9%
[{"id": 179431, "name": "duringcreditsstinger"}]	15	0.3%
[{"id": 6075, "name": "sport"}]	13	0.3%
[{"id": 10183, "name": "independent film"}, {"id": 187056, "name": "woman director"}]	10	0.2%
[{"id": 5565, "name": "biography"}]	5	0.1%
[{"id": 4344, "name": "musical"}]	5	0.1%
[{"id": 9937, "name": "suspense"}]	5	0.1%
[{"id": 237, "name": "gay"}]	3	0.1%
Other values (4212)	4238	88.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
id	36196	22.1%
name	36195	22.1%
of	574	0.4%
on	565	0.3%
relationship	493	0.3%
based	486	0.3%
film	430	0.3%
	429	0.3%
woman	413	0.3%
love	361	0.2%
Other values (17077)	87393	53.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

original_language
Categorical

Distinct	37
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	314.3 KiB

en	4505
fr	70
es	32
zh	27
de	27
Other values (32)	142

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.3%

Sample

1st row	en
2nd row	en
3rd row	en
4th row	en
5th row	en

Common Values

Value	Count	Frequency (%)
en	4505	93.8%
fr	70	1.5%
es	32	0.7%
zh	27	0.6%
de	27	0.6%
hi	19	0.4%
ja	16	0.3%
it	14	0.3%
cn	12	0.2%
ko	11	0.2%
Other values (27)	70	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
en	4505	93.8%
fr	70	1.5%
es	32	0.7%
zh	27	0.6%
de	27	0.6%
hi	19	0.4%
ja	16	0.3%
it	14	0.3%
cn	12	0.2%
ko	11	0.2%
Other values (27)	70	1.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

original_title
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4801
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	382.8 KiB

Batman	2
Out of the Blue	2
The R.M.	1
La grande bellezza	1
Yoga Hosers	1
Other values (4796)	4796

Length

Max length	86
Median length	14
Mean length	15.22298563
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4799 ?
Unique (%)	99.9%

Sample

1st row	Avatar
2nd row	Pirates of the Caribbean: At World's End
3rd row	Spectre
4th row	The Dark Knight Rises
5th row	John Carter

Common Values

Value	Count	Frequency (%)
Batman	2	< 0.1%
Out of the Blue	2	< 0.1%
The R.M.	1	< 0.1%
La grande bellezza	1	< 0.1%
Yoga Hosers	1	< 0.1%
Fool's Gold	1	< 0.1%
Hachi: A Dog's Tale	1	< 0.1%
A Night at the Roxbury	1	< 0.1%
Creepshow 2	1	< 0.1%
Danny Collins	1	< 0.1%
Other values (4791)	4791	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	1420	10.7%
of	432	3.3%
a	168	1.3%
and	127	1.0%
in	110	0.8%
to	102	0.8%
2	102	0.8%
	80	0.6%
man	65	0.5%
love	53	0.4%
Other values (5055)	10578	79.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

overview
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4800
Distinct (%)	100.0%
Missing	3
Missing (%)	0.1%
Memory size	1.8 MiB

Terminal Island, New York: 2020. Overcrowding in the US penal system has reached a breaking point. Prisons have been turned over to a monolithic Weyland Corporation, which sees jails full of thugs as an opportunity for televised sport. Adrenalized inmates, a global audience hungry for violence and a spectacular, enclosed arena come together to form the 'Death Race', the biggest, most brutal event.	1
When mankind beams a radio signal into space, a reply comes from ‘Planet G’, in the form of several alien crafts that splash down in the waters off Hawaii. Lieutenant Alex Hopper is a weapons officer assigned to the USS John Paul Jones, part of an international naval coalition which becomes the world's last hope for survival as they engage the hostile alien force of unimaginable strength. While taking on the invaders, Hopper must also try to live up to the potential his brother, and his fiancée's father, Admiral Shane, expect of him.	1
Dray is a young playboy whose only objective in life seems to be to have sex with as many girls as he can without getting caught by his girlfriend Lisa. Dray's sister Jenny and her friend Katrina plan to show him that the way he lives is wrong and organize a party in Malibu, inviting all of his girlfriends.	1
A fictionalised exploration of Beethoven's life in his final days working on his Ninth Symphony. It is 1824. Beethoven is racing to finish his new symphony. However, it has been years since his last success and he is plagued by deafness, loneliness and personal trauma. A copyist is urgently needed to help the composer. A fictional character is introduced in the form of a young conservatory student and aspiring composer named Anna Holtz. The mercurial Beethoven is skeptical that a woman might become involved in his masterpiece but slowly comes to trust in Anna's assistance and in the end becomes quite fond of her. By the time the piece is performed, her presence in his life is an absolute necessity. Her deep understanding of his work is such that she even corrects mistakes he has made, while her passionate personality opens a door into his private world.	1
Life for former United Nations investigator Gerry Lane and his family seems content. Suddenly, the world is plagued by a mysterious infection turning whole human populations into rampaging mindless zombies. After barely escaping the chaos, Lane is persuaded to go on a mission to investigate this disease. What follows is a perilous trek around the world where Lane must brave horrific dangers and long odds to find answers before human civilization falls.	1
Other values (4795)	4795

Length

Max length	1000
Median length	284
Mean length	305.39875
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4800 ?
Unique (%)	100.0%

Sample

1st row	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.
2nd row	Captain Barbossa, long believed to be dead, has come back to life and is headed to the edge of the Earth with Will Turner and Elizabeth Swann. But nothing is quite as it seems.
3rd row	A cryptic message from Bond’s past sends him on a trail to uncover a sinister organization. While M battles political forces to keep the secret service alive, Bond peels back the layers of deceit to reveal the terrible truth behind SPECTRE.
4th row	Following the death of District Attorney Harvey Dent, Batman assumes responsibility for Dent's crimes to protect the late attorney's reputation and is subsequently hunted by the Gotham City Police Department. Eight years later, Batman encounters the mysterious Selina Kyle and the villainous Bane, a new terrorist leader who overwhelms Gotham's finest. The Dark Knight resurfaces to protect a city that has branded him an enemy.
5th row	John Carter is a war-weary, former military captain who's inexplicably transported to the mysterious and exotic planet of Barsoom (Mars) and reluctantly becomes embroiled in an epic conflict. It's a world on the brink of collapse, and Carter rediscovers his humanity when he realizes the survival of Barsoom and its people rests in his hands.

Common Values

Value	Count	Frequency (%)
Terminal Island, New York: 2020. Overcrowding in the US penal system has reached a breaking point. Prisons have been turned over to a monolithic Weyland Corporation, which sees jails full of thugs as an opportunity for televised sport. Adrenalized inmates, a global audience hungry for violence and a spectacular, enclosed arena come together to form the 'Death Race', the biggest, most brutal event.	1	< 0.1%
When mankind beams a radio signal into space, a reply comes from ‘Planet G’, in the form of several alien crafts that splash down in the waters off Hawaii. Lieutenant Alex Hopper is a weapons officer assigned to the USS John Paul Jones, part of an international naval coalition which becomes the world's last hope for survival as they engage the hostile alien force of unimaginable strength. While taking on the invaders, Hopper must also try to live up to the potential his brother, and his fiancée's father, Admiral Shane, expect of him.	1	< 0.1%
Dray is a young playboy whose only objective in life seems to be to have sex with as many girls as he can without getting caught by his girlfriend Lisa. Dray's sister Jenny and her friend Katrina plan to show him that the way he lives is wrong and organize a party in Malibu, inviting all of his girlfriends.	1	< 0.1%
A fictionalised exploration of Beethoven's life in his final days working on his Ninth Symphony. It is 1824. Beethoven is racing to finish his new symphony. However, it has been years since his last success and he is plagued by deafness, loneliness and personal trauma. A copyist is urgently needed to help the composer. A fictional character is introduced in the form of a young conservatory student and aspiring composer named Anna Holtz. The mercurial Beethoven is skeptical that a woman might become involved in his masterpiece but slowly comes to trust in Anna's assistance and in the end becomes quite fond of her. By the time the piece is performed, her presence in his life is an absolute necessity. Her deep understanding of his work is such that she even corrects mistakes he has made, while her passionate personality opens a door into his private world.	1	< 0.1%
Life for former United Nations investigator Gerry Lane and his family seems content. Suddenly, the world is plagued by a mysterious infection turning whole human populations into rampaging mindless zombies. After barely escaping the chaos, Lane is persuaded to go on a mission to investigate this disease. What follows is a perilous trek around the world where Lane must brave horrific dangers and long odds to find answers before human civilization falls.	1	< 0.1%
A zombie outbreak has fallen upon the land in this reimagining of Jane Austen’s classic tale of the tangled relationships between lovers from different social classes in 19th century England. Feisty heroine Elizabeth Bennet (Lily James) is a master of martial arts and weaponry and the handsome Mr. Darcy (Sam Riley) is a fierce zombie killer, yet the epitome of upper class prejudice. As the zombie outbreak intensifies, they must swallow their pride and join forces on the blood-soaked battlefield in order to conquer the undead once and for all.	1	< 0.1%
A young boy learns that he has extraordinary powers and is not of this earth. As a young man, he journeys to discover where he came from and what he was sent here to do. But the hero in him must emerge if he is to save the world from annihilation and become the symbol of hope for all mankind.	1	< 0.1%
Mumble the penguin has a problem: his son Erik, who is reluctant to dance, encounters The Mighty Sven, a penguin who can fly! Things get worse for Mumble when the world is shaken by powerful forces, causing him to brings together the penguin nations and their allies to set things right.	1	< 0.1%
Two air traffic controllers (John Cusack, Billy Bob Thornton) who thrive on living dangerously compete to outdo each other on several levels.	1	< 0.1%
A former U.S. soldier returns to his hometown to find it overrun by crime and corruption, which prompts him to clean house.	1	< 0.1%
Other values (4790)	4790	99.7%
(Missing)	3	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	13894	5.5%
a	10452	4.2%
to	7925	3.2%
and	7388	3.0%
of	6867	2.7%
in	4536	1.8%
his	3994	1.6%
is	3369	1.3%
with	2533	1.0%
her	2163	0.9%
Other values (24224)	187234	74.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

popularity
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4802
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.49230059

Minimum	0
Maximum	875.581305
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3628167
Q1	4.66807
median	12.921594
Q3	28.3135045
95-th percentile	67.3859622
Maximum	875.581305
Range	875.581305
Interquartile range (IQR)	23.6454345

Descriptive statistics

Standard deviation	31.81664975
Coefficient of variation (CV)	1.480374314
Kurtosis	191.9958205
Mean	21.49230059
Median Absolute Deviation (MAD)	9.814445
Skewness	9.721415886
Sum	103227.5197
Variance	1012.299201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.902102	2	< 0.1%
16.251204	1	< 0.1%
23.139971	1	< 0.1%
24.657931	1	< 0.1%
44.529429	1	< 0.1%
11.543363	1	< 0.1%
7.288352	1	< 0.1%
1.972668	1	< 0.1%
9.662715	1	< 0.1%
1.699101	1	< 0.1%
Other values (4792)	4792	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.000372	1	< 0.1%
0.001117	1	< 0.1%
0.001186	1	< 0.1%
0.001389	1	< 0.1%
0.001586	1	< 0.1%
0.002386	1	< 0.1%
0.002388	1	< 0.1%
0.003142	1	< 0.1%
0.003352	1	< 0.1%

Value	Count	Frequency (%)
875.581305	1	< 0.1%
724.247784	1	< 0.1%
514.569956	1	< 0.1%
481.098624	1	< 0.1%
434.278564	1	< 0.1%
418.708552	1	< 0.1%
271.972889	1	< 0.1%
243.791743	1	< 0.1%
206.227151	1	< 0.1%
203.73459	1	< 0.1%

production_companies
Categorical

HIGH CARDINALITY

Distinct	3697
Distinct (%)	77.0%
Missing	0
Missing (%)	0.0%
Memory size	905.3 KiB

[]	351
[{"name": "Paramount Pictures", "id": 4}]	58
[{"name": "Universal Pictures", "id": 33}]	45
[{"name": "New Line Cinema", "id": 12}]	38
[{"name": "Columbia Pictures", "id": 5}]	37
Other values (3692)	4274

Length

Max length	1155
Median length	104
Mean length	128.0149906
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3497 ?
Unique (%)	72.8%

Sample

1st row	[{"name": "Ingenious Film Partners", "id": 289}, {"name": "Twentieth Century Fox Film Corporation", "id": 306}, {"name": "Dune Entertainment", "id": 444}, {"name": "Lightstorm Entertainment", "id": 574}]
2nd row	[{"name": "Walt Disney Pictures", "id": 2}, {"name": "Jerry Bruckheimer Films", "id": 130}, {"name": "Second Mate Productions", "id": 19936}]
3rd row	[{"name": "Columbia Pictures", "id": 5}, {"name": "Danjaq", "id": 10761}, {"name": "B24", "id": 69434}]
4th row	[{"name": "Legendary Pictures", "id": 923}, {"name": "Warner Bros.", "id": 6194}, {"name": "DC Entertainment", "id": 9993}, {"name": "Syncopy", "id": 9996}]
5th row	[{"name": "Walt Disney Pictures", "id": 2}]

Common Values

Value	Count	Frequency (%)
[]	351	7.3%
[{"name": "Paramount Pictures", "id": 4}]	58	1.2%
[{"name": "Universal Pictures", "id": 33}]	45	0.9%
[{"name": "New Line Cinema", "id": 12}]	38	0.8%
[{"name": "Columbia Pictures", "id": 5}]	37	0.8%
[{"name": "Metro-Goldwyn-Mayer (MGM)", "id": 8411}]	32	0.7%
[{"name": "Twentieth Century Fox Film Corporation", "id": 306}]	31	0.6%
[{"name": "Walt Disney Pictures", "id": 2}]	27	0.6%
[{"name": "Warner Bros.", "id": 6194}]	27	0.6%
[{"name": "Touchstone Pictures", "id": 9195}]	26	0.5%
Other values (3687)	4131	86.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
name	13677	18.1%
id	13677	18.1%
pictures	2584	3.4%
films	1883	2.5%
productions	1830	2.4%
entertainment	1567	2.1%
film	915	1.2%
	538	0.7%
corporation	404	0.5%
fox	372	0.5%
Other values (10124)	38291	50.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

release_date
Date

Distinct	3280
Distinct (%)	68.3%
Missing	1
Missing (%)	< 0.1%
Memory size	75.0 KiB

Minimum	1916-09-04 00:00:00
Maximum	2017-02-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

revenue
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	3297
Distinct (%)	68.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	82260638.65

Minimum	0
Maximum	2787965087
Zeros	1427
Zeros (%)	29.7%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	19170001
Q3	92917187
95-th percentile	369284902.7
Maximum	2787965087
Range	2787965087
Interquartile range (IQR)	92917187

Descriptive statistics

Standard deviation	162857100.9
Coefficient of variation (CV)	1.979769469
Kurtosis	33.12362966
Mean	82260638.65
Median Absolute Deviation (MAD)	19170001
Skewness	4.444716448
Sum	3.950978474 × 10¹¹
Variance	2.652243533 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1427	29.7%
7000000	6	0.1%
8000000	6	0.1%
6000000	5	0.1%
12000000	5	0.1%
10000000	5	0.1%
100000000	5	0.1%
14000000	4	0.1%
25000000	4	0.1%
11000000	4	0.1%
Other values (3287)	3332	69.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1427	29.7%
5	1	< 0.1%
7	2	< 0.1%
10	1	< 0.1%
11	2	< 0.1%
12	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
2787965087	1	< 0.1%
1845034188	1	< 0.1%
1519557910	1	< 0.1%
1513528810	1	< 0.1%
1506249360	1	< 0.1%
1405403694	1	< 0.1%
1274219009	1	< 0.1%
1215439994	1	< 0.1%
1156730962	1	< 0.1%
1153304495	1	< 0.1%

runtime
Real number (ℝ_≥0)

Distinct	156
Distinct (%)	3.2%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	106.8758592

Minimum	0
Maximum	338
Zeros	35
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	83
Q1	94
median	103
Q3	118
95-th percentile	144
Maximum	338
Range	338
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	22.61193459
Coefficient of variation (CV)	0.2115719561
Kurtosis	8.935448828
Mean	106.8758592
Median Absolute Deviation (MAD)	11
Skewness	0.7159565063
Sum	513111
Variance	511.2995859
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	163	3.4%
100	149	3.1%
98	140	2.9%
97	133	2.8%
95	123	2.6%
99	119	2.5%
94	116	2.4%
96	115	2.4%
101	114	2.4%
93	113	2.4%
Other values (146)	3516	73.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35	0.7%
14	1	< 0.1%
25	1	< 0.1%
41	1	< 0.1%
42	1	< 0.1%
46	1	< 0.1%
47	1	< 0.1%
53	1	< 0.1%
59	1	< 0.1%
60	1	< 0.1%

Value	Count	Frequency (%)
338	1	< 0.1%
276	1	< 0.1%
254	1	< 0.1%
248	1	< 0.1%
242	1	< 0.1%
240	1	< 0.1%
238	1	< 0.1%
229	1	< 0.1%
225	1	< 0.1%
219	1	< 0.1%

spoken_languages
Categorical

HIGH CARDINALITY

Distinct	544
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Memory size	600.0 KiB

[{"iso_639_1": "en", "name": "English"}]	3171
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "es", "name": "Espa\u00f1ol"}]	127
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "fr", "name": "Fran\u00e7ais"}]	114
[]	86
[{"iso_639_1": "es", "name": "Espa\u00f1ol"}, {"iso_639_1": "en", "name": "English"}]	54
Other values (539)	1251

Length

Max length	474
Median length	40
Mean length	62.92338122
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	416 ?
Unique (%)	8.7%

Sample

1st row	[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "es", "name": "Espa\u00f1ol"}]
2nd row	[{"iso_639_1": "en", "name": "English"}]
3rd row	[{"iso_639_1": "fr", "name": "Fran\u00e7ais"}, {"iso_639_1": "en", "name": "English"}, {"iso_639_1": "es", "name": "Espa\u00f1ol"}, {"iso_639_1": "it", "name": "Italiano"}, {"iso_639_1": "de", "name": "Deutsch"}]
4th row	[{"iso_639_1": "en", "name": "English"}]
5th row	[{"iso_639_1": "en", "name": "English"}]

Common Values

Value	Count	Frequency (%)
[{"iso_639_1": "en", "name": "English"}]	3171	66.0%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "es", "name": "Espa\u00f1ol"}]	127	2.6%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "fr", "name": "Fran\u00e7ais"}]	114	2.4%
[]	86	1.8%
[{"iso_639_1": "es", "name": "Espa\u00f1ol"}, {"iso_639_1": "en", "name": "English"}]	54	1.1%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "de", "name": "Deutsch"}]	53	1.1%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "it", "name": "Italiano"}]	51	1.1%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "ru", "name": "P\u0443\u0441\u0441\u043a\u0438\u0439"}]	50	1.0%
[{"iso_639_1": "fr", "name": "Fran\u00e7ais"}]	49	1.0%
[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "ja", "name": "\u65e5\u672c\u8a9e"}]	23	0.5%
Other values (534)	1025	21.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
iso_639_1	6937	24.8%
name	6937	24.8%
en	4485	16.0%
english	4485	16.0%
fr	437	1.6%
fran\u00e7ais	437	1.6%
espa\u00f1ol	351	1.3%
es	351	1.3%
de	262	0.9%
deutsch	262	0.9%
Other values (144)	3010	10.8%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

tagline
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	3944
Distinct (%)	99.6%
Missing	844
Missing (%)	17.6%
Memory size	449.2 KiB

Based on a true story.	3
There are two sides to every love story.	2
Who is John Galt?	2
The only way out is down.	2
What could go wrong?	2
Other values (3939)	3948

Length

Max length	252
Median length	36
Mean length	41.98888608
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3930 ?
Unique (%)	99.3%

Sample

1st row	Enter the World of Pandora.
2nd row	At the end of the world, the adventure begins.
3rd row	A Plan No One Escapes
4th row	The Legend Ends
5th row	Lost in our world, found in another.

Common Values

Value	Count	Frequency (%)
Based on a true story.	3	0.1%
There are two sides to every love story.	2	< 0.1%
Who is John Galt?	2	< 0.1%
The only way out is down.	2	< 0.1%
What could go wrong?	2	< 0.1%
Based on the incredible true story.	2	< 0.1%
You never forget your first love.	2	< 0.1%
One ordinary couple. One little white lie.	2	< 0.1%
There are no clean getaways.	2	< 0.1%
Worlds Collide	2	< 0.1%
Other values (3934)	3938	82.0%
(Missing)	844	17.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	1880	6.1%
a	1085	3.5%
to	705	2.3%
is	653	2.1%
of	620	2.0%
you	535	1.7%
in	443	1.4%
and	328	1.1%
for	323	1.0%
it	310	1.0%
Other values (4349)	23980	77.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

vote_average
Real number (ℝ_≥0)

ZEROS

Distinct	71
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.092171559

Minimum	0
Maximum	10
Zeros	63
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4.3
Q1	5.6
median	6.2
Q3	6.8
95-th percentile	7.6
Maximum	10
Range	10
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.194612163
Coefficient of variation (CV)	0.1960897114
Kurtosis	7.792362845
Mean	6.092171559
Median Absolute Deviation (MAD)	0.6
Skewness	-1.959710007
Sum	29260.7
Variance	1.42709822
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.5	216	4.5%
6	216	4.5%
6.7	213	4.4%
6.3	207	4.3%
6.1	201	4.2%
6.4	201	4.2%
6.2	200	4.2%
6.6	198	4.1%
5.9	196	4.1%
5.8	187	3.9%
Other values (61)	2768	57.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63	1.3%
0.5	1	< 0.1%
1	2	< 0.1%
1.9	1	< 0.1%
2	6	0.1%
2.2	1	< 0.1%
2.3	2	< 0.1%
2.4	1	< 0.1%
2.6	1	< 0.1%
2.7	1	< 0.1%

Value	Count	Frequency (%)
10	4	0.1%
9.5	1	< 0.1%
9.3	1	< 0.1%
8.5	2	< 0.1%
8.4	2	< 0.1%
8.3	7	0.1%
8.2	15	0.3%
8.1	18	0.4%
8	35	0.7%
7.9	32	0.7%

vote_count
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1609
Distinct (%)	33.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	690.2179888

Minimum	0
Maximum	13752
Zeros	62
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	75.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	54
median	235
Q3	737
95-th percentile	3040.9
Maximum	13752
Range	13752
Interquartile range (IQR)	683

Descriptive statistics

Standard deviation	1234.585891
Coefficient of variation (CV)	1.788689821
Kurtosis	19.91394618
Mean	690.2179888
Median Absolute Deviation (MAD)	214
Skewness	3.824068535
Sum	3315117
Variance	1524202.322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62	1.3%
1	53	1.1%
2	46	1.0%
4	43	0.9%
3	41	0.9%
6	38	0.8%
8	37	0.8%
10	34	0.7%
11	32	0.7%
9	32	0.7%
Other values (1599)	4385	91.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	62	1.3%
1	53	1.1%
2	46	1.0%
3	41	0.9%
4	43	0.9%
5	28	0.6%
6	38	0.8%
7	31	0.6%
8	37	0.8%
9	32	0.7%

Value	Count	Frequency (%)
13752	1	< 0.1%
12002	1	< 0.1%
11800	1	< 0.1%
11776	1	< 0.1%
10995	1	< 0.1%
10867	1	< 0.1%
10099	1	< 0.1%
9742	1	< 0.1%
9455	1	< 0.1%
9427	1	< 0.1%

cast
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4761
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	15.7 MiB

[]	43
[{"cast_id": 15, "character": "Himself", "credit_id": "52fe4c019251416c910ec7ef", "gender": 2, "id": 53480, "name": "Khalid Abdalla", "order": 0}, {"cast_id": 16, "character": "", "credit_id": "52fe4c019251416c910ec7f3", "gender": 0, "id": 1266030, "name": "Dina Abdullah", "order": 1}, {"cast_id": 17, "character": "", "credit_id": "52fe4c019251416c910ec7f7", "gender": 0, "id": 1266031, "name": "Dina Amer", "order": 2}, {"cast_id": 18, "character": "Himself", "credit_id": "52fe4c019251416c910ec7fb", "gender": 0, "id": 1266034, "name": "Magdy Ashour", "order": 3}, {"cast_id": 19, "character": "Himself", "credit_id": "52fe4c019251416c910ec7ff", "gender": 0, "id": 1266035, "name": "Ramy Essam", "order": 4}, {"cast_id": 20, "character": "Himself", "credit_id": "52fe4c019251416c910ec803", "gender": 2, "id": 969125, "name": "Ahmed Hassan", "order": 5}, {"cast_id": 21, "character": "Herself", "credit_id": "5363a191c3a368157d002374", "gender": 0, "id": 1285546, "name": "Aida Elkashef", "order": 6}]	1
[{"cast_id": 3, "character": "Diane Ford", "credit_id": "52fe45ddc3a368484e073457", "gender": 1, "id": 11705, "name": "Michelle Monaghan", "order": 0}, {"cast_id": 4, "character": "Runner", "credit_id": "52fe45ddc3a368484e07345b", "gender": 2, "id": 51797, "name": "Nathan Fillion", "order": 1}, {"cast_id": 5, "character": "Jenny Bell", "credit_id": "52fe45ddc3a368484e07345f", "gender": 1, "id": 16484, "name": "Joey Lauren Adams", "order": 2}, {"cast_id": 6, "character": "Peter", "credit_id": "52fe45ddc3a368484e073463", "gender": 2, "id": 6860, "name": "Jimmy Bennett", "order": 3}, {"cast_id": 7, "character": "Plum", "credit_id": "52fe45ddc3a368484e073467", "gender": 1, "id": 21027, "name": "Mika Boorem", "order": 4}, {"cast_id": 8, "character": "Leonard Bonner", "credit_id": "52fe45ddc3a368484e07346b", "gender": 2, "id": 4589, "name": "Benjamin Bratt", "order": 5}, {"cast_id": 9, "character": "Tommy", "credit_id": "52fe45ddc3a368484e07346f", "gender": 2, "id": 78406, "name": "Brandon Hanson", "order": 6}, {"cast_id": 10, "character": "Trucker", "credit_id": "52fe45ddc3a368484e073473", "gender": 2, "id": 7679, "name": "Dennis Hayden", "order": 7}, {"cast_id": 11, "character": "Rick", "credit_id": "52fe45ddc3a368484e073477", "gender": 2, "id": 65769, "name": "Bryce Johnson", "order": 8}, {"cast_id": 12, "character": "Jonnie", "credit_id": "52fe45ddc3a368484e07347b", "gender": 2, "id": 86187, "name": "Franklin Dennis Jones", "order": 9}, {"cast_id": 15, "character": "Teenager #1", "credit_id": "57df63b2c3a3681da00042a4", "gender": 2, "id": 27104, "name": "Johnny Simmons", "order": 10}]	1
[{"cast_id": 2, "character": "Columbus", "credit_id": "52fe47f89251416c750ab947", "gender": 2, "id": 44735, "name": "Jesse Eisenberg", "order": 0}, {"cast_id": 1, "character": "Tallahassee", "credit_id": "52fe47f89251416c750ab943", "gender": 2, "id": 57755, "name": "Woody Harrelson", "order": 1}, {"cast_id": 6, "character": "Wichita", "credit_id": "52fe47f89251416c750ab95d", "gender": 1, "id": 54693, "name": "Emma Stone", "order": 3}, {"cast_id": 7, "character": "Little Rock", "credit_id": "52fe47f89251416c750ab961", "gender": 1, "id": 17140, "name": "Abigail Breslin", "order": 4}, {"cast_id": 9, "character": "406", "credit_id": "52fe47f89251416c750ab969", "gender": 1, "id": 55085, "name": "Amber Heard", "order": 5}, {"cast_id": 8, "character": "Bill Murray", "credit_id": "52fe47f89251416c750ab965", "gender": 2, "id": 1532, "name": "Bill Murray", "order": 6}, {"cast_id": 10, "character": "Clown Zombie", "credit_id": "52fe47f89251416c750ab96d", "gender": 2, "id": 112119, "name": "Derek Graf", "order": 7}, {"cast_id": 17, "character": "Sprint Zombie (uncredited)", "credit_id": "53cb221a0e0a265dfc000d00", "gender": 2, "id": 933182, "name": "Justin Price", "order": 8}, {"cast_id": 18, "character": "Gas Station Attendant (uncredited)", "credit_id": "54694acbeaeb816b46001d0e", "gender": 2, "id": 17735, "name": "Mike White", "order": 9}, {"cast_id": 19, "character": "Bubby & Pee Paw's Granddaughter (uncredited)", "credit_id": "5801014e925141400f006bab", "gender": 0, "id": 1330040, "name": "Victory Van Tuyl", "order": 10}, {"cast_id": 20, "character": "Businesswoman Zombie (uncredited)", "credit_id": "58010168c3a3686b1b006b24", "gender": 1, "id": 1694504, "name": "Michelle Sebek", "order": 11}, {"cast_id": 21, "character": "Zombie (uncredited)", "credit_id": "580102eac3a3686b1b006bb7", "gender": 1, "id": 1663958, "name": "Christina Klein", "order": 12}, {"cast_id": 22, "character": "Zombie (uncredited)", "credit_id": "5801036ac3a3686b070068d1", "gender": 2, "id": 1694508, "name": "Amir Kovacs", "order": 13}, {"cast_id": 23, "character": "Cardio Zombie (uncredited)", "credit_id": "58010403c3a3686b24006888", "gender": 2, "id": 1694509, "name": "Shaun Michael Lynch", "order": 14}, {"cast_id": 24, "character": "Girl on Cell Phone (uncredited)", "credit_id": "580104c2c3a3686b17006d5e", "gender": 0, "id": 1567654, "name": "Lynn McArthur", "order": 15}, {"cast_id": 25, "character": "Yellow Truck Girl (uncredited)", "credit_id": "580104d3925141400c006ea4", "gender": 1, "id": 1138250, "name": "Jade Moser", "order": 16}]	1
[{"cast_id": 1, "character": "Larry", "credit_id": "52fe466d9251416c75077f9d", "gender": 2, "id": 15897, "name": "Larry the Cable Guy", "order": 0}, {"cast_id": 3, "character": "Amy Butlin", "credit_id": "52fe466d9251416c75077fa7", "gender": 1, "id": 120249, "name": "Iris Bahr", "order": 1}, {"cast_id": 5, "character": "Jack Dabbs", "credit_id": "52fe466d9251416c75077fab", "gender": 2, "id": 25147, "name": "Tony Hale", "order": 3}, {"cast_id": 6, "character": "Donnie", "credit_id": "52fe466d9251416c75077faf", "gender": 2, "id": 28638, "name": "David Koechner", "order": 4}, {"cast_id": 7, "character": "Brenda", "credit_id": "52fe466d9251416c75077fb3", "gender": 1, "id": 54718, "name": "Brooke Dillman", "order": 5}, {"cast_id": 8, "character": "Lily Micelli", "credit_id": "52fe466d9251416c75077fb7", "gender": 1, "id": 593, "name": "Joanna Cassidy", "order": 6}, {"cast_id": 9, "character": "Jane Whitley", "credit_id": "52fe466d9251416c75077fbb", "gender": 1, "id": 154332, "name": "Megyn Price", "order": 7}, {"cast_id": 10, "character": "Tad", "credit_id": "52fe466d9251416c75077fbf", "gender": 2, "id": 200406, "name": "Tom Hillmann", "order": 8}, {"cast_id": 11, "character": "Debbie Goldstein", "credit_id": "52fe466d9251416c75077fc3", "gender": 0, "id": 1276225, "name": "Kristen Wharton", "order": 9}]	1
Other values (4756)	4756

Length

Max length	35904
Median length	2492
Mean length	3372.064959
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4760 ?
Unique (%)	99.1%

Sample

1st row	[{"cast_id": 242, "character": "Jake Sully", "credit_id": "5602a8a7c3a3685532001c9a", "gender": 2, "id": 65731, "name": "Sam Worthington", "order": 0}, {"cast_id": 3, "character": "Neytiri", "credit_id": "52fe48009251416c750ac9cb", "gender": 1, "id": 8691, "name": "Zoe Saldana", "order": 1}, {"cast_id": 25, "character": "Dr. Grace Augustine", "credit_id": "52fe48009251416c750aca39", "gender": 1, "id": 10205, "name": "Sigourney Weaver", "order": 2}, {"cast_id": 4, "character": "Col. Quaritch", "credit_id": "52fe48009251416c750ac9cf", "gender": 2, "id": 32747, "name": "Stephen Lang", "order": 3}, {"cast_id": 5, "character": "Trudy Chacon", "credit_id": "52fe48009251416c750ac9d3", "gender": 1, "id": 17647, "name": "Michelle Rodriguez", "order": 4}, {"cast_id": 8, "character": "Selfridge", "credit_id": "52fe48009251416c750ac9e1", "gender": 2, "id": 1771, "name": "Giovanni Ribisi", "order": 5}, {"cast_id": 7, "character": "Norm Spellman", "credit_id": "52fe48009251416c750ac9dd", "gender": 2, "id": 59231, "name": "Joel David Moore", "order": 6}, {"cast_id": 9, "character": "Moat", "credit_id": "52fe48009251416c750ac9e5", "gender": 1, "id": 30485, "name": "CCH Pounder", "order": 7}, {"cast_id": 11, "character": "Eytukan", "credit_id": "52fe48009251416c750ac9ed", "gender": 2, "id": 15853, "name": "Wes Studi", "order": 8}, {"cast_id": 10, "character": "Tsu'Tey", "credit_id": "52fe48009251416c750ac9e9", "gender": 2, "id": 10964, "name": "Laz Alonso", "order": 9}, {"cast_id": 12, "character": "Dr. Max Patel", "credit_id": "52fe48009251416c750ac9f1", "gender": 2, "id": 95697, "name": "Dileep Rao", "order": 10}, {"cast_id": 13, "character": "Lyle Wainfleet", "credit_id": "52fe48009251416c750ac9f5", "gender": 2, "id": 98215, "name": "Matt Gerald", "order": 11}, {"cast_id": 32, "character": "Private Fike", "credit_id": "52fe48009251416c750aca5b", "gender": 2, "id": 154153, "name": "Sean Anthony Moran", "order": 12}, {"cast_id": 33, "character": "Cryo Vault Med Tech", "credit_id": "52fe48009251416c750aca5f", "gender": 2, "id": 397312, "name": "Jason Whyte", "order": 13}, {"cast_id": 34, "character": "Venture Star Crew Chief", "credit_id": "52fe48009251416c750aca63", "gender": 2, "id": 42317, "name": "Scott Lawrence", "order": 14}, {"cast_id": 35, "character": "Lock Up Trooper", "credit_id": "52fe48009251416c750aca67", "gender": 2, "id": 986734, "name": "Kelly Kilgour", "order": 15}, {"cast_id": 36, "character": "Shuttle Pilot", "credit_id": "52fe48009251416c750aca6b", "gender": 0, "id": 1207227, "name": "James Patrick Pitt", "order": 16}, {"cast_id": 37, "character": "Shuttle Co-Pilot", "credit_id": "52fe48009251416c750aca6f", "gender": 0, "id": 1180936, "name": "Sean Patrick Murphy", "order": 17}, {"cast_id": 38, "character": "Shuttle Crew Chief", "credit_id": "52fe48009251416c750aca73", "gender": 2, "id": 1019578, "name": "Peter Dillon", "order": 18}, {"cast_id": 39, "character": "Tractor Operator / Troupe", "credit_id": "52fe48009251416c750aca77", "gender": 0, "id": 91443, "name": "Kevin Dorman", "order": 19}, {"cast_id": 40, "character": "Dragon Gunship Pilot", "credit_id": "52fe48009251416c750aca7b", "gender": 2, "id": 173391, "name": "Kelson Henderson", "order": 20}, {"cast_id": 41, "character": "Dragon Gunship Gunner", "credit_id": "52fe48009251416c750aca7f", "gender": 0, "id": 1207236, "name": "David Van Horn", "order": 21}, {"cast_id": 42, "character": "Dragon Gunship Navigator", "credit_id": "52fe48009251416c750aca83", "gender": 0, "id": 215913, "name": "Jacob Tomuri", "order": 22}, {"cast_id": 43, "character": "Suit #1", "credit_id": "52fe48009251416c750aca87", "gender": 0, "id": 143206, "name": "Michael Blain-Rozgay", "order": 23}, {"cast_id": 44, "character": "Suit #2", "credit_id": "52fe48009251416c750aca8b", "gender": 2, "id": 169676, "name": "Jon Curry", "order": 24}, {"cast_id": 46, "character": "Ambient Room Tech", "credit_id": "52fe48009251416c750aca8f", "gender": 0, "id": 1048610, "name": "Luke Hawker", "order": 25}, {"cast_id": 47, "character": "Ambient Room Tech / Troupe", "credit_id": "52fe48009251416c750aca93", "gender": 0, "id": 42288, "name": "Woody Schultz", "order": 26}, {"cast_id": 48, "character": "Horse Clan Leader", "credit_id": "52fe48009251416c750aca97", "gender": 2, "id": 68278, "name": "Peter Mensah", "order": 27}, {"cast_id": 49, "character": "Link Room Tech", "credit_id": "52fe48009251416c750aca9b", "gender": 0, "id": 1207247, "name": "Sonia Yee", "order": 28}, {"cast_id": 50, "character": "Basketball Avatar / Troupe", "credit_id": "52fe48009251416c750aca9f", "gender": 1, "id": 1207248, "name": "Jahnel Curfman", "order": 29}, {"cast_id": 51, "character": "Basketball Avatar", "credit_id": "52fe48009251416c750acaa3", "gender": 0, "id": 89714, "name": "Ilram Choi", "order": 30}, {"cast_id": 52, "character": "Na'vi Child", "credit_id": "52fe48009251416c750acaa7", "gender": 0, "id": 1207249, "name": "Kyla Warren", "order": 31}, {"cast_id": 53, "character": "Troupe", "credit_id": "52fe48009251416c750acaab", "gender": 0, "id": 1207250, "name": "Lisa Roumain", "order": 32}, {"cast_id": 54, "character": "Troupe", "credit_id": "52fe48009251416c750acaaf", "gender": 1, "id": 83105, "name": "Debra Wilson", "order": 33}, {"cast_id": 57, "character": "Troupe", "credit_id": "52fe48009251416c750acabb", "gender": 0, "id": 1207253, "name": "Chris Mala", "order": 34}, {"cast_id": 55, "character": "Troupe", "credit_id": "52fe48009251416c750acab3", "gender": 0, "id": 1207251, "name": "Taylor Kibby", "order": 35}, {"cast_id": 56, "character": "Troupe", "credit_id": "52fe48009251416c750acab7", "gender": 0, "id": 1207252, "name": "Jodie Landau", "order": 36}, {"cast_id": 58, "character": "Troupe", "credit_id": "52fe48009251416c750acabf", "gender": 0, "id": 1207254, "name": "Julie Lamm", "order": 37}, {"cast_id": 59, "character": "Troupe", "credit_id": "52fe48009251416c750acac3", "gender": 0, "id": 1207257, "name": "Cullen B. Madden", "order": 38}, {"cast_id": 60, "character": "Troupe", "credit_id": "52fe48009251416c750acac7", "gender": 0, "id": 1207259, "name": "Joseph Brady Madden", "order": 39}, {"cast_id": 61, "character": "Troupe", "credit_id": "52fe48009251416c750acacb", "gender": 0, "id": 1207262, "name": "Frankie Torres", "order": 40}, {"cast_id": 62, "character": "Troupe", "credit_id": "52fe48009251416c750acacf", "gender": 1, "id": 1158600, "name": "Austin Wilson", "order": 41}, {"cast_id": 63, "character": "Troupe", "credit_id": "52fe48019251416c750acad3", "gender": 1, "id": 983705, "name": "Sara Wilson", "order": 42}, {"cast_id": 64, "character": "Troupe", "credit_id": "52fe48019251416c750acad7", "gender": 0, "id": 1207263, "name": "Tamica Washington-Miller", "order": 43}, {"cast_id": 65, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acadb", "gender": 1, "id": 1145098, "name": "Lucy Briant", "order": 44}, {"cast_id": 66, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acadf", "gender": 2, "id": 33305, "name": "Nathan Meister", "order": 45}, {"cast_id": 67, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acae3", "gender": 0, "id": 1207264, "name": "Gerry Blair", "order": 46}, {"cast_id": 68, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acae7", "gender": 2, "id": 33311, "name": "Matthew Chamberlain", "order": 47}, {"cast_id": 69, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acaeb", "gender": 0, "id": 1207265, "name": "Paul Yates", "order": 48}, {"cast_id": 70, "character": "Op Center Duty Officer", "credit_id": "52fe48019251416c750acaef", "gender": 0, "id": 1207266, "name": "Wray Wilson", "order": 49}, {"cast_id": 71, "character": "Op Center Staff", "credit_id": "52fe48019251416c750acaf3", "gender": 2, "id": 54492, "name": "James Gaylyn", "order": 50}, {"cast_id": 72, "character": "Dancer", "credit_id": "52fe48019251416c750acaf7", "gender": 0, "id": 1207267, "name": "Melvin Leno Clark III", "order": 51}, {"cast_id": 73, "character": "Dancer", "credit_id": "52fe48019251416c750acafb", "gender": 0, "id": 1207268, "name": "Carvon Futrell", "order": 52}, {"cast_id": 74, "character": "Dancer", "credit_id": "52fe48019251416c750acaff", "gender": 0, "id": 1207269, "name": "Brandon Jelkes", "order": 53}, {"cast_id": 75, "character": "Dancer", "credit_id": "52fe48019251416c750acb03", "gender": 0, "id": 1207270, "name": "Micah Moch", "order": 54}, {"cast_id": 76, "character": "Dancer", "credit_id": "52fe48019251416c750acb07", "gender": 0, "id": 1207271, "name": "Hanniyah Muhammad", "order": 55}, {"cast_id": 77, "character": "Dancer", "credit_id": "52fe48019251416c750acb0b", "gender": 0, "id": 1207272, "name": "Christopher Nolen", "order": 56}, {"cast_id": 78, "character": "Dancer", "credit_id": "52fe48019251416c750acb0f", "gender": 0, "id": 1207273, "name": "Christa Oliver", "order": 57}, {"cast_id": 79, "character": "Dancer", "credit_id": "52fe48019251416c750acb13", "gender": 0, "id": 1207274, "name": "April Marie Thomas", "order": 58}, {"cast_id": 80, "character": "Dancer", "credit_id": "52fe48019251416c750acb17", "gender": 0, "id": 1207275, "name": "Bravita A. 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Quaritch's Mech Suit (uncredited)", "credit_id": "52fe48019251416c750acb5b", "gender": 0, "id": 60656, "name": "T. J. Storm", "order": 77}, {"cast_id": 98, "character": "Female Marine (uncredited)", "credit_id": "52fe48019251416c750acb5f", "gender": 0, "id": 1207291, "name": "Jodie Taylor", "order": 78}, {"cast_id": 99, "character": "Ikran Clan Leader (uncredited)", "credit_id": "52fe48019251416c750acb63", "gender": 1, "id": 1186027, "name": "Alicia Vela-Bailey", "order": 79}, {"cast_id": 100, "character": "Geologist (uncredited)", "credit_id": "52fe48019251416c750acb67", "gender": 0, "id": 1207292, "name": "Richard Whiteside", "order": 80}, {"cast_id": 101, "character": "Na'vi (uncredited)", "credit_id": "52fe48019251416c750acb6b", "gender": 0, "id": 103259, "name": "Nikie Zambo", "order": 81}, {"cast_id": 102, "character": "Ambient Room Tech / Troupe", "credit_id": "52fe48019251416c750acb6f", "gender": 1, "id": 42286, "name": "Julene Renee", "order": 82}]
2nd row	[{"cast_id": 4, "character": "Captain Jack Sparrow", "credit_id": "52fe4232c3a36847f800b50d", "gender": 2, "id": 85, "name": "Johnny Depp", "order": 0}, {"cast_id": 5, "character": "Will Turner", "credit_id": "52fe4232c3a36847f800b511", "gender": 2, "id": 114, "name": "Orlando Bloom", "order": 1}, {"cast_id": 6, "character": "Elizabeth Swann", "credit_id": "52fe4232c3a36847f800b515", "gender": 1, "id": 116, "name": "Keira Knightley", "order": 2}, {"cast_id": 12, "character": "William \"Bootstrap Bill\" Turner", "credit_id": "52fe4232c3a36847f800b52d", "gender": 2, "id": 1640, "name": "Stellan Skarsg\u00e5rd", "order": 3}, {"cast_id": 10, "character": "Captain Sao Feng", "credit_id": "52fe4232c3a36847f800b525", "gender": 2, "id": 1619, "name": "Chow Yun-fat", "order": 4}, {"cast_id": 9, "character": "Captain Davy Jones", "credit_id": "52fe4232c3a36847f800b521", "gender": 2, "id": 2440, "name": "Bill Nighy", "order": 5}, {"cast_id": 7, "character": "Captain Hector Barbossa", "credit_id": "52fe4232c3a36847f800b519", "gender": 2, "id": 118, "name": "Geoffrey Rush", "order": 6}, {"cast_id": 14, "character": "Admiral James Norrington", "credit_id": "52fe4232c3a36847f800b535", "gender": 2, "id": 1709, "name": "Jack Davenport", "order": 7}, {"cast_id": 13, "character": "Joshamee Gibbs", "credit_id": "52fe4232c3a36847f800b531", "gender": 2, "id": 2449, "name": "Kevin McNally", "order": 8}, {"cast_id": 11, "character": "Lord Cutler Beckett", "credit_id": "52fe4232c3a36847f800b529", "gender": 2, "id": 2441, "name": "Tom Hollander", "order": 9}, {"cast_id": 19, "character": "Tia Dalma", "credit_id": "52fe4232c3a36847f800b549", "gender": 1, "id": 2038, "name": "Naomie Harris", "order": 10}, {"cast_id": 8, "character": "Governor Weatherby Swann", "credit_id": "52fe4232c3a36847f800b51d", "gender": 2, "id": 378, "name": "Jonathan Pryce", "order": 11}, {"cast_id": 37, "character": "Captain Teague Sparrow", "credit_id": "52fe4232c3a36847f800b5b3", "gender": 2, "id": 1430, "name": "Keith Richards", "order": 12}, {"cast_id": 16, "character": "Pintel", "credit_id": "52fe4232c3a36847f800b53d", "gender": 2, "id": 1710, "name": "Lee Arenberg", "order": 13}, {"cast_id": 15, "character": "Ragetti", "credit_id": "52fe4232c3a36847f800b539", "gender": 2, "id": 1711, "name": "Mackenzie Crook", "order": 14}, {"cast_id": 18, "character": "Lieutenant Theodore Groves", "credit_id": "52fe4232c3a36847f800b545", "gender": 2, "id": 4031, "name": "Greg Ellis", "order": 15}, {"cast_id": 55, "character": "Cotton", "credit_id": "57e28d2ec3a3681a01005b5c", "gender": 2, "id": 1715, "name": "David Bailie", "order": 16}, {"cast_id": 17, "character": "Marty", "credit_id": "52fe4232c3a36847f800b541", "gender": 2, "id": 4030, "name": "Martin Klebba", "order": 17}, {"cast_id": 57, "character": "Ian Mercer", "credit_id": "57e28d78c3a36808b900bf4f", "gender": 0, "id": 939, "name": "David Schofield", "order": 18}, {"cast_id": 62, "character": "Scarlett", "credit_id": "57e28ec5c3a3681a50005855", "gender": 1, "id": 2450, "name": "Lauren Maher", "order": 19}, {"cast_id": 63, "character": "Giselle", "credit_id": "57e28ed692514123f5005635", "gender": 1, "id": 2452, "name": "Vanessa Branch", "order": 20}, {"cast_id": 60, "character": "Mullroy", "credit_id": "57e28db2c3a3681a01005bc7", "gender": 2, "id": 1714, "name": "Angus Barnett", "order": 21}, {"cast_id": 59, "character": "Murtogg", "credit_id": "57e28da192514118f7006008", "gender": 0, "id": 1713, "name": "Giles New", "order": 22}, {"cast_id": 58, "character": "Tai Huang", "credit_id": "57e28d8ec3a3681a01005bab", "gender": 2, "id": 22075, "name": "Reggie Lee", "order": 23}, {"cast_id": 64, "character": "Henry Turner", "credit_id": "57e29119925141151100a6cc", "gender": 2, "id": 61259, "name": "Dominic Scott Kay", "order": 24}, {"cast_id": 39, "character": "Mistress Ching", "credit_id": "52fe4232c3a36847f800b5bd", "gender": 1, "id": 33500, "name": "Takayo Fischer", "order": 25}, {"cast_id": 40, "character": "Lieutenant Greitzer", "credit_id": "52fe4232c3a36847f800b5c1", "gender": 2, "id": 1224149, "name": "David Meunier", "order": 26}, {"cast_id": 49, "character": "Hadras", "credit_id": "56d1871c92514174680010cf", "gender": 2, "id": 429401, "name": "Ho-Kwan Tse", "order": 27}, {"cast_id": 56, "character": "Clacker", "credit_id": "57e28d4b92514125710055cb", "gender": 0, "id": 1123, "name": "Andy Beckwith", "order": 28}, {"cast_id": 51, "character": "Penrod", "credit_id": "56ec8c14c3a3682260003c53", "gender": 2, "id": 1056117, "name": "Peter Donald Badalamenti II", "order": 29}, {"cast_id": 61, "character": "Cotton's Parrot (voice)", "credit_id": "57e28dcc9251412463005678", "gender": 2, "id": 21700, "name": "Christopher S. 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Iwanonkiw", "order": 104}, {"cast_id": 252, "character": "Gordon's Cop #4 (uncredited)", "credit_id": "56291dec9251414cd20026d0", "gender": 0, "id": 1354413, "name": "Cindy Jackson", "order": 105}, {"cast_id": 253, "character": "Boom Operator News Crew (uncredited)", "credit_id": "56291ecc9251414cd800251f", "gender": 0, "id": 123875, "name": "Daniel Jordano", "order": 106}, {"cast_id": 254, "character": "Gothamite (uncredited)", "credit_id": "562974c7c3a3681b5e000691", "gender": 0, "id": 127060, "name": "William Kania", "order": 107}, {"cast_id": 255, "character": "Gotham Rogues Fan (uncredited)", "credit_id": "562974f39251412853000708", "gender": 0, "id": 1388256, "name": "Tiffany Kemp", "order": 108}, {"cast_id": 256, "character": "Stock Broker (uncredited)", "credit_id": "562975e8c3a3681b4b00067b", "gender": 0, "id": 1241239, "name": "Sun Jae Kim", "order": 109}, {"cast_id": 257, "character": "Thug (uncredited)", "credit_id": "56297620c3a3681b5e0006c6", "gender": 0, "id": 1378466, "name": "Hrvoje Klecz", "order": 110}, {"cast_id": 258, "character": "Wall Street Broker (uncredited)", "credit_id": "5629768a9251412845000609", "gender": 0, "id": 1264686, "name": "Alex Kruz", "order": 111}, {"cast_id": 259, "character": "Gotham City Police Officer (uncredited)", "credit_id": "562a6fcf9251414ab7000d11", "gender": 0, "id": 1169299, "name": "Tyler La Marr", "order": 112}, {"cast_id": 260, "character": "Thug (uncredited)", "credit_id": "562a7046c3a3681b5c002691", "gender": 2, "id": 1269611, "name": "LeJon", "order": 113}, {"cast_id": 261, "character": "Gotham City Police Officer (uncredited)", "credit_id": "562a706fc3a3681b610028d9", "gender": 0, "id": 1446471, "name": "Paul Jude Letersky", "order": 114}, {"cast_id": 262, "character": "Prisoner (uncredited)", "credit_id": "562a70e5c3a3681b520027e1", "gender": 0, "id": 1188950, "name": "Joe Lipari", "order": 115}, {"cast_id": 263, "character": "Tourist (uncredited)", "credit_id": "562a7123c3a3681b5900267c", "gender": 0, "id": 1383091, "name": "Silvia Lombardo", "order": 116}, {"cast_id": 264, "character": "Gotham Rogues Fan (uncredited)", "credit_id": "562ad1bd9251414006001a31", "gender": 0, "id": 1480128, "name": "Jorge Mardel", "order": 117}, {"cast_id": 265, "character": "Gotham Rogues Fan (uncredited)", "credit_id": "562ad293925141284a0032ba", "gender": 0, "id": 1174970, "name": "Cale McConnell", "order": 118}, {"cast_id": 266, "character": "Gotham City Police Officer (uncredited)", "credit_id": "562ad2c6c3a3681b4d003b12", "gender": 0, "id": 127063, "name": "David Dale McCue", "order": 119}, {"cast_id": 267, "character": "Gotham Rogues Fan (uncredited)", "credit_id": "562ad2f49251412857003295", "gender": 1, "id": 1480130, "name": "Tiffany Sander McKenzie", "order": 120}, {"cast_id": 268, "character": "Angry Mobster (uncredited)", "credit_id": "562ad32f92514128530033a7", "gender": 0, "id": 1505308, "name": "Allen Merritt", "order": 121}, {"cast_id": 269, "character": "Wayne Enterprises Security (uncredited)", "credit_id": "562ad36ac3a3681b4d003b44", "gender": 0, "id": 1509148, "name": "Olan Montgomery", "order": 122}, {"cast_id": 270, "character": "Mercenary (uncredited)", "credit_id": "562ad3cdc3a3681b4d003b5b", "gender": 0, "id": 122339, "name": "Alex Moore", "order": 123}, {"cast_id": 271, "character": "Gotham City Police Officer (uncredited)", "credit_id": "562bb8699251412853005938", "gender": 0, "id": 93778, "name": "Shane Nolan", "order": 124}, {"cast_id": 272, "character": "Prisoner / Thug (uncredited)", "credit_id": "562bb8a1c3a3681b54005616", "gender": 0, "id": 1205749, "name": "Jackson Nunn", "order": 125}, {"cast_id": 273, "character": "Gotham City News Cameraman (uncredited)", "credit_id": "562bb8e1c3a3681b520051ef", "gender": 0, "id": 1480150, "name": "Joseph O'Brien", "order": 126}, {"cast_id": 274, "character": "Prison Guard (uncredited)", "credit_id": "562d1d8d9251414ad80066d8", "gender": 2, "id": 20582, "name": "Michael Papajohn", "order": 127}, {"cast_id": 275, "character": "Prisoner / Mob (uncredited)", "credit_id": "562d1dafc3a3681b4b007bf8", "gender": 0, "id": 1298014, "name": "Salomon Passariello", "order": 128}, {"cast_id": 276, "character": "Gotham Stock Trader (uncredited)", "credit_id": "562d1f0592514128530088c1", "gender": 0, "id": 1429650, "name": "Kyle David Pierce", "order": 129}, {"cast_id": 277, "character": "Gotham Rogues Player (uncredited)", "credit_id": "562d1f3c9251412845007b7b", "gender": 0, "id": 1349600, "name": "Troy Polamalu", "order": 130}, {"cast_id": 278, "character": "Gotham Police Officer (uncredited)", "credit_id": "562d1fc89251412857007fd5", "gender": 0, "id": 1066138, "name": "Michael Power", "order": 131}, {"cast_id": 279, "character": "Thug (uncredited)", "credit_id": "562e68b892514140060097f1", "gender": 0, "id": 565508, "name": "James Rawlings", "order": 132}, {"cast_id": 280, "character": "Doris in Black (uncredited)", "credit_id": "562e696e9251410a22006da5", "gender": 0, "id": 1513716, "name": "Kirsten Roeters", "order": 133}, {"cast_id": 281, "character": "Gotham Rogues Player (uncredited)", "credit_id": "562e69a79251414006009814", "gender": 0, "id": 1215314, "name": "Ben Roethlisberger", "order": 134}, {"cast_id": 282, "character": "Gotham Police Officer (uncredited)", "credit_id": "562e6a059251410a22006dba", "gender": 2, "id": 1452954, "name": "Mark Roman", "order": 135}, {"cast_id": 283, "character": "Thug (uncredited)", "credit_id": "562ed4919251410a22007aab", "gender": 2, "id": 1451618, "name": "Anthony J. Sacco", "order": 136}, {"cast_id": 284, "character": "Angry Thug (uncredited)", "credit_id": "562ed4c7c3a3681b6100c5aa", "gender": 0, "id": 1085730, "name": "Eric Salazar", "order": 137}, {"cast_id": 285, "character": "Hot Football Fan (uncredited)", "credit_id": "562ed503c3a3681b5c00bed4", "gender": 0, "id": 557202, "name": "Emily Schooley", "order": 138}, {"cast_id": 286, "character": "Gotham Rogues Owner (uncredited)", "credit_id": "562fbf75c3a3681b5c00dc2a", "gender": 0, "id": 54211, "name": "Thomas Tull", "order": 139}, {"cast_id": 287, "character": "Thug (uncredited)", "credit_id": "562fbfd3c3a3681b6100e4f0", "gender": 2, "id": 1480223, "name": "Chris Vaina", "order": 140}, {"cast_id": 288, "character": "Prisoner (voice) (uncredited)", "credit_id": "562fbff69251414ab700beee", "gender": 0, "id": 102516, "name": "Vincent van Ommen", "order": 141}, {"cast_id": 289, "character": "Gotham City Press (uncredited)", "credit_id": "562fc0609251414ab700bf02", "gender": 0, "id": 1205751, "name": "Michelle Vezzani", "order": 142}, {"cast_id": 290, "character": "Gotham Rogues Fan (uncredited)", "credit_id": "562fc0af925141285700d780", "gender": 0, "id": 1205623, "name": "Barbara Vincent", "order": 143}, {"cast_id": 291, "character": "Gotham City Police Officer (uncredited)", "credit_id": "5630244bc3a3681b5200e663", "gender": 0, "id": 1521872, "name": "Justin Michael Woods", "order": 144}, {"cast_id": 292, "character": "Mercenary Soldier (uncredited)", "credit_id": "5630248e925141284c00e8af", "gender": 0, "id": 306870, "name": "Jason Yee", "order": 145}, {"cast_id": 293, "character": "Gotham Citizen (uncredited)", "credit_id": "563024f6c3a3681b5c00e746", "gender": 1, "id": 1205141, "name": "Maria Zambrana", "order": 146}, {"cast_id": 294, "character": "Gotham City Police Officer (uncredited)", "credit_id": "56302558925141284c00e8c9", "gender": 0, "id": 1343746, "name": "John Zion", "order": 147}, {"cast_id": 295, "character": "Thug (uncredited)", "credit_id": "56302586c3a3681b4d0101a4", "gender": 2, "id": 1454322, "name": "Alex Ziwak", "order": 148}, {"cast_id": 312, "character": "Gotham City Police Officer (uncredited)", "credit_id": "567b4b6ac3a3684bcc001325", "gender": 2, "id": 1553053, "name": "Tommy Bayiokos", "order": 149}, {"cast_id": 313, "character": "Football Fan (uncredited)", "credit_id": "567c3783c3a36860e90013c3", "gender": 0, "id": 1553307, "name": "Matthew Gooley", "order": 150}, {"cast_id": 314, "character": "Cop (uncredited)", "credit_id": "567c9d3d9251417ddd0050fc", "gender": 0, "id": 1553377, "name": "Jeff Moffitt", "order": 151}, {"cast_id": 350, "character": "Football Fan (uncredited)", "credit_id": "56ba2843c3a3687c9e00008d", "gender": 0, "id": 1574936, "name": "Mark Falvo", "order": 152}, {"cast_id": 352, "character": "Thug (uncredited)", "credit_id": "56be271e9251417344004195", "gender": 0, "id": 1576421, "name": "Diogo Hausen", "order": 153}, {"cast_id": 355, "character": "Prisoner (uncredited)", "credit_id": "56c8aca1925141172f00382b", "gender": 2, "id": 1580574, "name": "Gary Sievers", "order": 154}, {"cast_id": 356, "character": "Mercenary (uncredited)", "credit_id": "56d0fb3d925141799e004ac6", "gender": 0, "id": 1583389, "name": "Orion McCabe", "order": 155}, {"cast_id": 368, "character": "Court Room Thug (uncredited)", "credit_id": "575af48cc3a368540300009a", "gender": 2, "id": 1633514, "name": "London May", "order": 156}, {"cast_id": 383, "character": "Gothamite (uncredited)", "credit_id": "57c84ca89251415a13000102", "gender": 2, "id": 1673036, "name": "James Quinn", "order": 157}, {"cast_id": 385, "character": "Thug #2 in Basement", "credit_id": "59309c45c3a3686a70000458", "gender": 2, "id": 1536670, "name": "Daniel Newman", "order": 158}]
5th row	[{"cast_id": 5, "character": "John Carter", "credit_id": "52fe479ac3a36847f813ea75", "gender": 2, "id": 60900, "name": "Taylor Kitsch", "order": 0}, {"cast_id": 20, "character": "Dejah Thoris", "credit_id": "52fe479ac3a36847f813eab3", "gender": 1, "id": 21044, "name": "Lynn Collins", "order": 1}, {"cast_id": 7, "character": "Sola", "credit_id": "52fe479ac3a36847f813ea79", "gender": 1, "id": 2206, "name": "Samantha Morton", "order": 2}, {"cast_id": 3, "character": "Tars Tarkas", "credit_id": "52fe479ac3a36847f813ea6d", "gender": 2, "id": 5293, "name": "Willem Dafoe", "order": 3}, {"cast_id": 8, "character": "Tal Hajus", "credit_id": "52fe479ac3a36847f813ea7d", "gender": 2, "id": 19159, "name": "Thomas Haden Church", "order": 4}, {"cast_id": 2, "character": "Matai Shang", "credit_id": "52fe479ac3a36847f813ea69", "gender": 2, "id": 2983, "name": "Mark Strong", "order": 5}, {"cast_id": 4, "character": "Tardos Mors", "credit_id": "52fe479ac3a36847f813ea71", "gender": 2, "id": 8785, "name": "Ciar\u00e1n Hinds", "order": 6}, {"cast_id": 9, "character": "Sab Than", "credit_id": "52fe479ac3a36847f813ea81", "gender": 2, "id": 17287, "name": "Dominic West", "order": 7}, {"cast_id": 10, "character": "Kantos Kan", "credit_id": "52fe479ac3a36847f813ea85", "gender": 2, "id": 17648, "name": "James Purefoy", "order": 8}, {"cast_id": 11, "character": "Powell", "credit_id": "52fe479ac3a36847f813ea89", "gender": 2, "id": 17419, "name": "Bryan Cranston", "order": 9}, {"cast_id": 12, "character": "Sarkoja", "credit_id": "52fe479ac3a36847f813ea8d", "gender": 1, "id": 6416, "name": "Polly Walker", "order": 10}, {"cast_id": 13, "character": "Edgar Rice Burroughs", "credit_id": "52fe479ac3a36847f813ea91", "gender": 2, "id": 57675, "name": "Daryl Sabara", "order": 11}, {"cast_id": 14, "character": "Stayman #1 / Helm", "credit_id": "52fe479ac3a36847f813ea95", "gender": 2, "id": 89830, "name": "Arkie Reece", "order": 12}, {"cast_id": 15, "character": "Stayman #3", "credit_id": "52fe479ac3a36847f813ea99", "gender": 2, "id": 205278, "name": "Davood Ghadami", "order": 13}, {"cast_id": 16, "character": "Lightmaster", "credit_id": "52fe479ac3a36847f813ea9d", "gender": 1, "id": 218345, "name": "Pippa Nixon", "order": 14}, {"cast_id": 46, "character": "Thern #2", "credit_id": "584ef986c3a3682a940010d0", "gender": 2, "id": 1390394, "name": "James Embree", "order": 15}, {"cast_id": 77, "character": "Thern #1", "credit_id": "58c68f82c3a3684114014f58", "gender": 0, "id": 1518112, "name": "Philip Philmar", "order": 16}, {"cast_id": 47, "character": "Pretty Woman in NYC Doorway", "credit_id": "584f133992514107110024b8", "gender": 1, "id": 1721985, "name": "Emily Tierney", "order": 17}, {"cast_id": 48, "character": "Telegraph Clerk", "credit_id": "584f16d192514107000026a2", "gender": 2, "id": 1721992, "name": "Edmund Kente", "order": 18}, {"cast_id": 49, "character": "Dalton", "credit_id": "584f1a94c3a3682a8d0026e7", "gender": 2, "id": 118617, "name": "Nicholas Woodeson", "order": 19}, {"cast_id": 50, "character": "Stable Boy", "credit_id": "584f1f2b9251410700002be9", "gender": 2, "id": 1722006, "name": "Kyle Agnew", "order": 20}, {"cast_id": 51, "character": "Dix the Storekeeper", "credit_id": "584f28aec3a3683150000214", "gender": 2, "id": 130129, "name": "Don Stark", "order": 21}, {"cast_id": 52, "character": "Rowdy #1", "credit_id": "58580465c3a3683150056d0c", "gender": 2, "id": 65716, "name": "Josh Daugherty", "order": 22}, {"cast_id": 53, "character": "Rowdy #2", "credit_id": "58580cd89251411a4605f517", "gender": 2, "id": 1724736, "name": "Jared Cyr", "order": 23}, {"cast_id": 37, "character": "Stockade Guard", "credit_id": "54e5a58d925141529c000f89", "gender": 2, "id": 62082, "name": "Christopher Goodman", "order": 24}, {"cast_id": 54, "character": "Sarah Carter", "credit_id": "585823dc925141594100c816", "gender": 1, "id": 1367241, "name": "Amanda Clayton", "order": 25}, {"cast_id": 170, "character": "Apache #1 (as Joe Billingiere)", "credit_id": "595ad40c9251410bfa04831e", "gender": 0, "id": 1844319, "name": "Joseph Billingiere", "order": 26}]

Common Values

Value	Count	Frequency (%)
[]	43	0.9%
[{"cast_id": 15, "character": "Himself", "credit_id": "52fe4c019251416c910ec7ef", "gender": 2, "id": 53480, "name": "Khalid Abdalla", "order": 0}, {"cast_id": 16, "character": "", "credit_id": "52fe4c019251416c910ec7f3", "gender": 0, "id": 1266030, "name": "Dina Abdullah", "order": 1}, {"cast_id": 17, "character": "", "credit_id": "52fe4c019251416c910ec7f7", "gender": 0, "id": 1266031, "name": "Dina Amer", "order": 2}, {"cast_id": 18, "character": "Himself", "credit_id": "52fe4c019251416c910ec7fb", "gender": 0, "id": 1266034, "name": "Magdy Ashour", "order": 3}, {"cast_id": 19, "character": "Himself", "credit_id": "52fe4c019251416c910ec7ff", "gender": 0, "id": 1266035, "name": "Ramy Essam", "order": 4}, {"cast_id": 20, "character": "Himself", "credit_id": "52fe4c019251416c910ec803", "gender": 2, "id": 969125, "name": "Ahmed Hassan", "order": 5}, {"cast_id": 21, "character": "Herself", "credit_id": "5363a191c3a368157d002374", "gender": 0, "id": 1285546, "name": "Aida Elkashef", "order": 6}]	1	< 0.1%
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[{"cast_id": 8, "character": "Sergeant Jake Roenick", "credit_id": "52fe44cec3a36847f80aaf77", "gender": 2, "id": 569, "name": "Ethan Hawke", "order": 0}, {"cast_id": 9, "character": "Marion Bishop", "credit_id": "52fe44cec3a36847f80aaf7b", "gender": 2, "id": 2975, "name": "Laurence Fishburne", "order": 1}, {"cast_id": 10, "character": "Captain Marcus Duvall", "credit_id": "52fe44cec3a36847f80aaf7f", "gender": 2, "id": 5168, "name": "Gabriel Byrne", "order": 2}, {"cast_id": 11, "character": "Dr Alex Sabian", "credit_id": "52fe44cec3a36847f80aaf83", "gender": 1, "id": 49, "name": "Maria Bello", "order": 3}, {"cast_id": 12, "character": "Iris Ferry", "credit_id": "52fe44cec3a36847f80aaf87", "gender": 1, "id": 70767, "name": "Drea de Matteo", "order": 4}, {"cast_id": 13, "character": "Beck", "credit_id": "52fe44cec3a36847f80aaf8b", "gender": 2, "id": 5723, "name": "John Leguizamo", "order": 5}, {"cast_id": 14, "character": "Sargeant Jasper O'Shea", "credit_id": "52fe44cec3a36847f80aaf8f", "gender": 2, "id": 6197, "name": "Brian Dennehy", "order": 6}, {"cast_id": 15, "character": "Smiley", "credit_id": "52fe44cec3a36847f80aaf93", "gender": 2, "id": 61658, "name": "Ja Rule", "order": 7}, {"cast_id": 16, "character": "Mike Kahane", "credit_id": "530f1feac3a3687491000abc", "gender": 2, "id": 156590, "name": "Currie Graham", "order": 8}, {"cast_id": 17, "character": "Anna", "credit_id": "530f1ffac3a368445f000682", "gender": 1, "id": 1192492, "name": "Aisha Hinds", "order": 9}, {"cast_id": 87, "character": "Lt. Holloway", "credit_id": "56577e96c3a368199200b315", "gender": 2, "id": 25389, "name": "Peter Bryant", "order": 10}, {"cast_id": 18, "character": "Officer Kevin Capra", "credit_id": "530f2007c3a36874af000a2e", "gender": 2, "id": 13525, "name": "Matt Craven", "order": 11}, {"cast_id": 19, "character": "Ray Portnow", "credit_id": "530f2015c3a36874af000a31", "gender": 2, "id": 65808, "name": "Fulvio Cecere", "order": 12}, {"cast_id": 21, "character": "Officer Rosen", "credit_id": "530f2034c3a3687491000ac3", "gender": 2, "id": 8335, "name": "Kim Coates", "order": 13}, {"cast_id": 22, "character": "Tony", "credit_id": "530f2041c3a3687485000abb", "gender": 2, "id": 67704, "name": "Hugh Dillon", "order": 14}, {"cast_id": 33, "character": "Danny Barbero", "credit_id": "5399a34cc3a3681d0d001868", "gender": 2, "id": 190917, "name": "Tig Fong", "order": 15}, {"cast_id": 35, "character": "Gil", "credit_id": "5399a3e8c3a3681d1b0018bf", "gender": 2, "id": 8656, "name": "Dorian Harewood", "order": 17}, {"cast_id": 36, "character": "Carlyle", "credit_id": "5399a417c3a3681cfd0017df", "gender": 2, "id": 87575, "name": "Arnold Pinnock", "order": 18}, {"cast_id": 37, "character": "Bronco Gunman", "credit_id": "5399a480c3a3681d110018b6", "gender": 0, "id": 1330118, "name": "Edward A. Queffelec", "order": 19}, {"cast_id": 79, "character": "Priest", "credit_id": "549437789251416e2200165e", "gender": 0, "id": 1401312, "name": "Ray Kahnert", "order": 21}, {"cast_id": 88, "character": "Swat Officer #2 Sgt Lewis (uncredited)", "credit_id": "56d8bb52925141391f00c88f", "gender": 2, "id": 583278, "name": "DTeflon", "order": 22}, {"cast_id": 89, "character": "Marko", "credit_id": "591b2833c3a368423c06f7ac", "gender": 2, "id": 201706, "name": "Jasmin Geljo", "order": 23}, {"cast_id": 90, "character": "Hagen", "credit_id": "591b28a892514105da064d79", "gender": 0, "id": 1818113, "name": "Philip Marshall", "order": 24}, {"cast_id": 91, "character": "Sniper James", "credit_id": "591b2910c3a368423c06f875", "gender": 0, "id": 1366698, "name": "Robert Hayley", "order": 25}]	1	< 0.1%
Other values (4751)	4751	98.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
character	106266	6.2%
id	106261	6.2%
order	106259	6.2%
name	106258	6.2%
cast_id	106257	6.2%
credit_id	106257	6.2%
gender	106257	6.2%
2	56355	3.3%
0	38526	2.2%
1	31919	1.9%
Other values (222347)	844611	49.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

crew
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	4776
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Memory size	18.4 MiB

[]	28
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Other values (4771)	4771

Length

Max length	62970
Median length	2296
Mean length	3954.93275
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4775 ?
Unique (%)	99.4%

Sample

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Common Values

Value	Count	Frequency (%)
[]	28	0.6%
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Other values (4766)	4766	99.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
department	131726	7.2%
job	129587	7.0%
id	129581	7.0%
credit_id	129581	7.0%
name	129581	7.0%
gender	129581	7.0%
0	74817	4.1%
2	43000	2.3%
production	34158	1.9%
sound	23332	1.3%
Other values (217295)	885403	48.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	budget	genres	id	keywords	original_language	original_title	overview	popularity	production_companies	release_date	revenue	runtime	spoken_languages	tagline	vote_average	vote_count	cast	crew
0	237000000	[{"id": 28, "name": "Action"}, {"id": 12, "name": "Adventure"}, {"id": 14, "name": "Fantasy"}, {"id": 878, "name": "Science Fiction"}]	19995	[{"id": 1463, "name": "culture clash"}, {"id": 2964, "name": "future"}, {"id": 3386, "name": "space war"}, {"id": 3388, "name": "space colony"}, {"id": 3679, "name": "society"}, {"id": 3801, "name": "space travel"}, {"id": 9685, "name": "futuristic"}, {"id": 9840, "name": "romance"}, {"id": 9882, "name": "space"}, {"id": 9951, "name": "alien"}, {"id": 10148, "name": "tribe"}, {"id": 10158, "name": "alien planet"}, {"id": 10987, "name": "cgi"}, {"id": 11399, "name": "marine"}, {"id": 13065, "name": "soldier"}, {"id": 14643, "name": "battle"}, {"id": 14720, "name": "love affair"}, {"id": 165431, "name": "anti war"}, {"id": 193554, "name": "power relations"}, {"id": 206690, "name": "mind and soul"}, {"id": 209714, "name": "3d"}]	en	Avatar	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.	150.437577	[{"name": "Ingenious Film Partners", "id": 289}, {"name": "Twentieth Century Fox Film Corporation", "id": 306}, {"name": "Dune Entertainment", "id": 444}, {"name": "Lightstorm Entertainment", "id": 574}]	2009-12-10	2787965087	162.0	[{"iso_639_1": "en", "name": "English"}, {"iso_639_1": "es", "name": "Espa\u00f1ol"}]	Enter the World of Pandora.	7.2	11800	[{"cast_id": 242, "character": "Jake Sully", "credit_id": "5602a8a7c3a3685532001c9a", "gender": 2, "id": 65731, "name": "Sam Worthington", "order": 0}, {"cast_id": 3, "character": "Neytiri", "credit_id": "52fe48009251416c750ac9cb", "gender": 1, "id": 8691, "name": "Zoe Saldana", "order": 1}, {"cast_id": 25, "character": "Dr. Grace Augustine", "credit_id": "52fe48009251416c750aca39", "gender": 1, "id": 10205, "name": "Sigourney Weaver", "order": 2}, {"cast_id": 4, "character": "Col. Quaritch", "credit_id": "52fe48009251416c750ac9cf", "gender": 2, "id": 32747, "name": "Stephen Lang", "order": 3}, {"cast_id": 5, "character": "Trudy Chacon", "credit_id": "52fe48009251416c750ac9d3", "gender": 1, "id": 17647, "name": "Michelle Rodriguez", "order": 4}, {"cast_id": 8, "character": "Selfridge", "credit_id": "52fe48009251416c750ac9e1", "gender": 2, "id": 1771, "name": "Giovanni Ribisi", "order": 5}, {"cast_id": 7, "character": "Norm Spellman", "credit_id": "52fe48009251416c750ac9dd", "gender": 2, "id": 59231, "name": "Joel David Moore", "order": 6}, {"cast_id": 9, "character": "Moat", "credit_id": "52fe48009251416c750ac9e5", "gender": 1, "id": 30485, "name": "CCH Pounder", "order": 7}, {"cast_id": 11, "character": "Eytukan", "credit_id": "52fe48009251416c750ac9ed", "gender": 2, "id": 15853, "name": "Wes Studi", "order": 8}, {"cast_id": 10, "character": "Tsu'Tey", "credit_id": "52fe48009251416c750ac9e9", "gender": 2, "id": 10964, "name": "Laz Alonso", "order": 9}, 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Eight years later, Batman encounters the mysterious Selina Kyle and the villainous Bane, a new terrorist leader who overwhelms Gotham's finest. 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6	260000000	[{"id": 16, "name": "Animation"}, {"id": 10751, "name": "Family"}]	38757	[{"id": 1562, "name": "hostage"}, {"id": 2343, "name": "magic"}, {"id": 2673, "name": "horse"}, {"id": 3205, "name": "fairy tale"}, {"id": 4344, "name": "musical"}, {"id": 7376, "name": "princess"}, {"id": 10336, "name": "animation"}, {"id": 33787, "name": "tower"}, {"id": 155658, "name": "blonde woman"}, {"id": 162219, "name": "selfishness"}, {"id": 163545, "name": "healing power"}, {"id": 179411, "name": "based on fairy tale"}, {"id": 179431, "name": "duringcreditsstinger"}, {"id": 215258, "name": "healing gift"}, {"id": 234183, "name": "animal sidekick"}]	en	Tangled	When the kingdom's most wanted-and most charming-bandit Flynn Rider hides out in a mysterious tower, he's taken hostage by Rapunzel, a beautiful and feisty tower-bound teen with 70 feet of magical, golden hair. Flynn's curious captor, who's looking for her ticket out of the tower where she's been locked away for years, strikes a deal with the handsome thief and the unlikely duo sets off on an action-packed escapade, complete with a super-cop horse, an over-protective chameleon and a gruff gang of pub thugs.	48.681969	[{"name": "Walt Disney Pictures", "id": 2}, {"name": "Walt Disney Animation Studios", "id": 6125}]	2010-11-24	591794936	100.0	[{"iso_639_1": "en", "name": "English"}]	They're taking adventure to new lengths.	7.4	3330	[{"cast_id": 34, "character": "Flynn Rider (voice)", "credit_id": "530d35bf9251411435001765", "gender": 2, "id": 69899, "name": "Zachary Levi", "order": 0}, {"cast_id": 33, "character": "Rapunzel (voice)", "credit_id": "530d35a2925141141e0017ff", "gender": 1, "id": 16855, "name": "Mandy Moore", "order": 1}, {"cast_id": 35, "character": "Mother Gothel (voice)", "credit_id": "530d35d4925141141e001802", "gender": 1, "id": 2517, "name": "Donna Murphy", "order": 2}, {"cast_id": 36, "character": "Stabbington Brother (voice)", "credit_id": "530d35e59251411421001835", "gender": 2, "id": 2372, "name": "Ron Perlman", "order": 3}, {"cast_id": 70, "character": "Captain of the Guard (voice)", "credit_id": "53254b82c3a36824b500886a", "gender": 2, "id": 22132, "name": "M.C. 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Lang"}, {"credit_id": "57a321399251410cd200118a", "department": "Visual Effects", "gender": 0, "id": 1661324, "job": "Animation Supervisor", "name": "Ricardo Silva"}, {"credit_id": "57a3214fc3a3686c4a004879", "department": "Visual Effects", "gender": 0, "id": 1661325, "job": "Animation Supervisor", "name": "Richard Spriggs"}, {"credit_id": "57a321819251410d2c001295", "department": "Production", "gender": 0, "id": 1661326, "job": "Casting Associate", "name": "Caitlin Well"}, {"credit_id": "57a321c2c3a368295b0016ba", "department": "Crew", "gender": 0, "id": 1661327, "job": "Armorer", "name": "Gary Harper"}, {"credit_id": "57a322aa9251410c7d0011e6", "department": "Crew", "gender": 0, "id": 1661331, "job": "Armorer", "name": "Victoria Wagner"}, {"credit_id": "57a34dbc9251410d2c00237f", "department": "Costume & Make-Up", "gender": 0, "id": 1661395, "job": "Set Costumer", "name": "May Azzow"}, {"credit_id": "57a34dd2c3a36832b8006609", "department": "Costume & Make-Up", "gender": 0, "id": 1661396, "job": "Set Costumer", "name": "Gina Nalli"}, {"credit_id": "57a34e2e9251410c7d00212e", "department": "Costume & Make-Up", "gender": 2, "id": 1661397, "job": "Set Costumer", "name": "Michael Welch"}, {"credit_id": "57a34f5c9251410a5f0022bd", "department": "Visual Effects", "gender": 0, "id": 1661400, "job": "Animation Supervisor", "name": "Simeon Duncombe"}, {"credit_id": "57a3525dc3a36829a4002cbf", "department": "Crew", "gender": 0, "id": 1661402, "job": "CG Supervisor", "name": "Gabriel Vargas"}, {"credit_id": "57a3526d9251410cd2002298", "department": "Crew", "gender": 0, "id": 1661403, "job": "CG Supervisor", "name": "Hannes Poser"}, {"credit_id": "57a357a7c3a3683f9700218c", "department": "Camera", "gender": 0, "id": 1661417, "job": "Camera Operator", "name": "William R. Dalgleish"}, {"credit_id": "57a357d29251410ca800258d", "department": "Lighting", "gender": 0, "id": 1661418, "job": "Gaffer", "name": "Jim Grce"}, {"credit_id": "57a358079251416b9700589c", "department": "Lighting", "gender": 0, "id": 1661419, "job": "Rigging Gaffer", "name": "Bob Gomez"}, {"credit_id": "57a35a9fc3a3686c4a005dad", "department": "Camera", "gender": 0, "id": 1661421, "job": "Additional Camera", "name": "Andy Leo"}, {"credit_id": "57a35ce1c3a3683f97002346", "department": "Editing", "gender": 0, "id": 1661423, "job": "First Assistant Editor", "name": "Warren Paeff"}, {"credit_id": "58d171a79251411ae800e098", "department": "Editing", "gender": 0, "id": 1781335, "job": "Assistant Editor", "name": "Carlos Castillon"}, {"credit_id": "58d171b69251411ae800e0a6", "department": "Editing", "gender": 0, "id": 1781336, "job": "Assistant Editor", "name": "Jason Fields"}]

Last rows

	budget	genres	id	keywords	original_language	original_title	overview	popularity	production_companies	release_date	revenue	runtime	spoken_languages	tagline	vote_average	vote_count	cast	crew
4793	0	[{"id": 18, "name": "Drama"}]	182291	[{"id": 718, "name": "confession"}, {"id": 10079, "name": "hazing"}, {"id": 33426, "name": "gang member"}, {"id": 33586, "name": "latino"}, {"id": 158718, "name": "lgbt"}, {"id": 172391, "name": "catholic priest"}, {"id": 196374, "name": "shakespeare's romeo and juliet"}, {"id": 208340, "name": "latino lgbt"}, {"id": 209241, "name": "gang initiation"}, {"id": 209242, "name": "gunplay"}]	en	On The Downlow	Isaac and Angel are two young Latinos involved in a south side Chicago gang. They have a secret in a world where secrets are forbidden.	0.029757	[{"name": "Iconoclast Films", "id": 26677}]	2004-04-11	0	90.0	[]	Two gangs. One secret. One crossroad.	6.0	2	[{"cast_id": 1, "character": "Isaac", "credit_id": "52fe4c7f9251416c7511c547", "gender": 0, "id": 1165265, "name": "Tony Sancho", "order": 0}, {"cast_id": 2, "character": "Angel", "credit_id": "52fe4c7f9251416c7511c54b", "gender": 0, "id": 1165266, "name": "Michael Cortez", "order": 1}, {"cast_id": 3, "character": "Reaper", "credit_id": "52fe4c7f9251416c7511c54f", "gender": 0, "id": 1165267, "name": "Donato Cruz", "order": 2}, {"cast_id": 4, "character": "Priest (as Phil Camacho)", "credit_id": "52fe4c7f9251416c7511c553", "gender": 0, "id": 1165268, "name": "Felipe Camacho", "order": 3}, {"cast_id": 5, "character": "Isaac's mother", "credit_id": "52fe4c7f9251416c7511c557", "gender": 0, "id": 1165269, "name": "Carmen Cenko", "order": 4}, {"cast_id": 6, "character": "Adam", "credit_id": "52fe4c7f9251416c7511c55b", "gender": 0, "id": 1165270, "name": "Jonathan Rodriguez", "order": 5}, {"cast_id": 7, "character": "Laura", "credit_id": "52fe4c7f9251416c7511c55f", "gender": 0, "id": 1165271, "name": "Adelina Quinones", "order": 6}, {"cast_id": 8, "character": "Angel's Mother", "credit_id": "52fe4c7f9251416c7511c563", "gender": 0, "id": 1165272, "name": "Beatriz Jamaica", "order": 7}, {"cast_id": 9, "character": "Jimmy's Mother (as Tatiana Suarez'Pico)", "credit_id": "52fe4c7f9251416c7511c567", "gender": 0, "id": 1165273, "name": "Tatiana Suarez-Pico", "order": 8}, {"cast_id": 10, "character": "Jimmy", "credit_id": "52fe4c7f9251416c7511c56b", "gender": 0, "id": 1165274, "name": "Eric Ambriz", "order": 9}, {"cast_id": 12, "character": "Wait", "credit_id": "52fe4c7f9251416c7511c573", "gender": 0, "id": 1165276, "name": "Jason R. Davis", "order": 11}, {"cast_id": 13, "character": "Niko (as Jimmy J. Borras Jr.)", "credit_id": "52fe4c7f9251416c7511c577", "gender": 0, "id": 1165277, "name": "Jimmy Borras Jr.", "order": 12}, {"cast_id": 14, "character": "Yard Dude", "credit_id": "52fe4c7f9251416c7511c57b", "gender": 0, "id": 1165278, "name": "Russell Foster", "order": 13}, {"cast_id": 15, "character": "Pinto", "credit_id": "52fe4c7f9251416c7511c57f", "gender": 0, "id": 1165279, "name": "Brian Parenti", "order": 14}, {"cast_id": 16, "character": "Jesus", "credit_id": "52fe4c7f9251416c7511c583", "gender": 0, "id": 567620, "name": "Ricardo Garcia", "order": 15}, {"cast_id": 17, "character": "Hector", "credit_id": "52fe4c7f9251416c7511c587", "gender": 0, "id": 567620, "name": "Ricardo Garcia", "order": 16}, {"cast_id": 18, "character": "Ozzy", "credit_id": "52fe4c7f9251416c7511c58b", "gender": 0, "id": 567620, "name": "Ricardo Garcia", "order": 17}, {"cast_id": 19, "character": "Mike", "credit_id": "52fe4c7f9251416c7511c58f", "gender": 0, "id": 567620, "name": "Ricardo Garcia", "order": 18}, {"cast_id": 20, "character": "Jerry", "credit_id": "52fe4c7f9251416c7511c593", "gender": 0, "id": 567620, "name": "Ricardo Garcia", "order": 19}, {"cast_id": 21, "character": "Burger Joint Chick", "credit_id": "52fe4c7f9251416c7511c597", "gender": 0, "id": 1165280, "name": "Pricilla Santiago", "order": 20}, {"cast_id": 22, "character": "Burger Joint Chick", "credit_id": "52fe4c7f9251416c7511c59b", "gender": 0, "id": 1165281, "name": "Melody Rogers", "order": 21}, {"cast_id": 23, "character": "Esau", "credit_id": "52fe4c7f9251416c7511c59f", "gender": 0, "id": 1165283, "name": "Eddie Cruz", "order": 22}, {"cast_id": 24, "character": "Raul", "credit_id": "52fe4c7f9251416c7511c5a3", "gender": 0, "id": 1165284, "name": "Octavio Rivas", "order": 23}, {"cast_id": 25, "character": "Dorvak's Partner", "credit_id": "52fe4c7f9251416c7511c5a7", "gender": 0, "id": 1165285, "name": "Jeff Docherty", "order": 24}]	[{"credit_id": "548c416392514122ef00197d", "department": "Directing", "gender": 0, "id": 1398500, "job": "Director", "name": "Tadeo Garcia"}, {"credit_id": "548c419a92514122f2001830", "department": "Writing", "gender": 0, "id": 1398500, "job": "Story", "name": "Tadeo Garcia"}, {"credit_id": "548c4176c3a36820ba0017f2", "department": "Writing", "gender": 0, "id": 1398501, "job": "Screenplay", "name": "Roger B. Domian"}, {"credit_id": "548c418792514122f9001a1e", "department": "Writing", "gender": 0, "id": 1398501, "job": "Story", "name": "Roger B. Domian"}]
4794	0	[{"id": 53, "name": "Thriller"}, {"id": 27, "name": "Horror"}, {"id": 35, "name": "Comedy"}]	286939	[]	en	Sanctuary: Quite a Conundrum	It should have been just a normal day of sex, fun, alcohol, hormones and debauchery for Tabitha and Mimi, two over-privileged twenty-somethings. But that so-called normalcy gets tossed out the window when a devastating event occurs at a pool party.	0.166513	[{"name": "Gold Lion Films", "id": 37870}, {"name": "T-Street Productions", "id": 37871}]	2012-01-20	0	82.0	[{"iso_639_1": "en", "name": "English"}]	NaN	0.0	0	[{"cast_id": 3, "character": "Mimi", "credit_id": "545f8160c3a3680b5a0008fa", "gender": 0, "id": 1383622, "name": "Sasha Ramos", "order": 1}, {"cast_id": 4, "character": "Tabitha", "credit_id": "545f817b0e0a264d6000233b", "gender": 0, "id": 168675, "name": "Erin Cline", "order": 2}, {"cast_id": 5, "character": "Kylene", "credit_id": "545f81980e0a261fb30093a2", "gender": 0, "id": 1354256, "name": "Emily Rogers", "order": 3}, {"cast_id": 6, "character": "Harris", "credit_id": "545f81b8c3a3680b5a000906", "gender": 0, "id": 1089193, "name": "Anthony Rutowicz", "order": 4}, {"cast_id": 7, "character": "Dutch", "credit_id": "545f81d20e0a264d60002341", "gender": 0, "id": 1383623, "name": "Joe Coffey", "order": 5}]	[{"credit_id": "545f8107c3a3686cbb0041fd", "department": "Directing", "gender": 0, "id": 1171387, "job": "Director", "name": "Thomas L. Phillips"}, {"credit_id": "545f8126c3a3686cbb004202", "department": "Production", "gender": 0, "id": 1171387, "job": "Producer", "name": "Thomas L. Phillips"}, {"credit_id": "545f8111c3a3680b5d000812", "department": "Writing", "gender": 0, "id": 1171387, "job": "Writer", "name": "Thomas L. Phillips"}]
4795	0	[{"id": 18, "name": "Drama"}]	124606	[{"id": 10726, "name": "gang"}, {"id": 33928, "name": "audition"}, {"id": 172732, "name": "police fake"}, {"id": 177927, "name": "homeless"}, {"id": 207583, "name": "actress"}]	en	Bang	A young woman in L.A. is having a bad day: she's evicted, an audition ends with a producer furious she won't trade sex for the part, and a policeman nabs her for something she didn't do, demanding fellatio to release her. She snaps, grabs his gun, takes his uniform, and leaves him cuffed to a tree where he's soon having a defenseless chat with a homeless man. She takes off on the cop's motorcycle and, for an afternoon, experiences a cop's life. She talks a young man out of suicide and then is plunged into violence after a friendly encounter with two "vatos." She is torn between self-protection and others' expectations. Is there any resolution for her torrent of feelings?	0.918116	[{"name": "Asylum Films", "id": 10571}, {"name": "FM Entertainment", "id": 26598}, {"name": "Eagle Eye Films Inc.", "id": 40739}]	1995-09-09	0	98.0	[{"iso_639_1": "en", "name": "English"}]	Sometimes you've got to break the rules	6.0	1	[{"cast_id": 2, "character": "The Girl", "credit_id": "52fe4ab0c3a368484e161ae1", "gender": 0, "id": 238147, "name": "Darling Narita", "order": 0}, {"cast_id": 3, "character": "Adam", "credit_id": "52fe4ab0c3a368484e161ae5", "gender": 2, "id": 11803, "name": "Peter Greene", "order": 1}, {"cast_id": 4, "character": "Officer Rattler", "credit_id": "55a6c228c3a3683005000337", "gender": 0, "id": 1487594, "name": "Michael Newland", "order": 2}, {"cast_id": 5, "character": "Pimp", "credit_id": "55a6c234c3a368300500033c", "gender": 0, "id": 1487595, "name": "Erik Schrody", "order": 3}, {"cast_id": 6, "character": "Officer Trotter", "credit_id": "55a6c2419251411e06000323", "gender": 0, "id": 1274315, "name": "Michael Artura", "order": 4}, {"cast_id": 7, "character": "Officer Ham", "credit_id": "55a6c255c3a3683005000345", "gender": 2, "id": 173833, "name": "James Sharpe", "order": 5}, {"cast_id": 8, "character": "Jes\u00fas", "credit_id": "55a6c2629251411e1800030c", "gender": 0, "id": 1109526, "name": "Luis Guizar", "order": 6}, {"cast_id": 9, "character": "Juan", "credit_id": "55a6c26ec3a3682ff400033a", "gender": 2, "id": 1487596, "name": "Art Cruz", "order": 7}, {"cast_id": 10, "character": "The Producer", "credit_id": "55a6c27ec3a3682ff60002eb", "gender": 2, "id": 99636, "name": "David Alan Graf", "order": 8}, {"cast_id": 11, "character": "Landlord", "credit_id": "55a6c28c9251411e0f0002ec", "gender": 0, "id": 1163066, "name": "Stanley B. Herman", "order": 9}, {"cast_id": 12, "character": "Rooftop Dealer", "credit_id": "55a6c2a5c3a36830080002b0", "gender": 2, "id": 152699, "name": "James Noble", "order": 10}, {"cast_id": 13, "character": "Hooker", "credit_id": "55a6c2bb9251411e1b0002b7", "gender": 1, "id": 140, "name": "Lucy Liu", "order": 11}, {"cast_id": 14, "character": "Cook", "credit_id": "55a6c2c69251411e140002de", "gender": 2, "id": 31178, "name": "David Preston", "order": 12}, {"cast_id": 15, "character": "Drive-By Cholo", "credit_id": "55a6c2e39251411e1b0002bb", "gender": 0, "id": 859896, "name": "Paul Saucido", "order": 13}]	[{"credit_id": "52fe4ab0c3a368484e161add", "department": "Directing", "gender": 0, "id": 77465, "job": "Director", "name": "Ash Baron-Cohen"}, {"credit_id": "55a6c2fdc3a3682fff0002d7", "department": "Writing", "gender": 0, "id": 77465, "job": "Writer", "name": "Ash Baron-Cohen"}, {"credit_id": "55a6c30bc3a36830080002b6", "department": "Production", "gender": 0, "id": 77469, "job": "Producer", "name": "Daniel M. Berger"}, {"credit_id": "55a6c316c3a3682ff4000349", "department": "Production", "gender": 0, "id": 551516, "job": "Producer", "name": "Ladd Vance"}, {"credit_id": "55a6c3269251411e1b0002c9", "department": "Crew", "gender": 2, "id": 1108768, "job": "Cinematography", "name": "David Gasperik"}, {"credit_id": "55a6c334c3a36830080002b9", "department": "Sound", "gender": 0, "id": 1487597, "job": "Original Music Composer", "name": "Orlando Aguillen"}]
4796	7000	[{"id": 878, "name": "Science Fiction"}, {"id": 18, "name": "Drama"}, {"id": 53, "name": "Thriller"}]	14337	[{"id": 1448, "name": "distrust"}, {"id": 2101, "name": "garage"}, {"id": 3394, "name": "identity crisis"}, {"id": 4379, "name": "time travel"}, {"id": 5455, "name": "time machine"}, {"id": 6009, "name": "mathematics"}, {"id": 10183, "name": "independent film"}, {"id": 14779, "name": "paradox"}, {"id": 162356, "name": "mechanical engineering"}]	en	Primer	Friends/fledgling entrepreneurs invent a device in their garage that reduces the apparent mass of any object placed inside it, but they accidentally discover that it has some highly unexpected capabilities -- ones that could enable them to do and to have seemingly anything they want. Taking advantage of this unique opportunity is the first challenge they face. Dealing with the consequences is the next.	23.307949	[{"name": "Thinkfilm", "id": 446}]	2004-10-08	424760	77.0	[{"iso_639_1": "en", "name": "English"}]	What happens if it actually works?	6.9	658	[{"cast_id": 1, "character": "Aaron", "credit_id": "52fe45e79251416c75066787", "gender": 2, "id": 76624, "name": "Shane Carruth", "order": 0}, {"cast_id": 2, "character": "Abe", "credit_id": "52fe45e79251416c7506678b", "gender": 2, "id": 76625, "name": "David Sullivan", "order": 1}, {"cast_id": 6, "character": "Robert", "credit_id": "52fe45e79251416c750667a1", "gender": 0, "id": 110171, "name": "Casey Gooden", "order": 2}, {"cast_id": 7, "character": "Philip", "credit_id": "52fe45e79251416c750667a5", "gender": 0, "id": 110172, "name": "Anand Upadhyaya", "order": 3}, {"cast_id": 8, "character": "Kara", "credit_id": "52fe45e79251416c750667a9", "gender": 0, "id": 110173, "name": "Carrie Crawford", "order": 4}, {"cast_id": 10, "character": "Metalshop Worker", "credit_id": "52fe45e79251416c750667b3", "gender": 0, "id": 1080287, "name": "Jay Butler", "order": 5}, {"cast_id": 11, "character": "Man On Couch #1", "credit_id": "52fe45e79251416c750667b7", "gender": 0, "id": 1080288, "name": "John Carruth", "order": 6}, {"cast_id": 12, "character": "Man On Couch #2", "credit_id": "52fe45e79251416c750667bb", "gender": 0, "id": 1080289, "name": "Juan Tapia", "order": 7}, {"cast_id": 13, "character": "Hostess", "credit_id": "52fe45e79251416c750667bf", "gender": 0, "id": 1080290, "name": "Ashley Warren", "order": 8}, {"cast_id": 14, "character": "Rachel Granger", "credit_id": "52fe45e89251416c750667c3", "gender": 0, "id": 1080291, "name": "Samantha Thomson", "order": 9}, {"cast_id": 15, "character": "Thomas Granger", "credit_id": "52fe45e89251416c750667c7", "gender": 0, "id": 1080292, "name": "Chip Carruth", "order": 10}, {"cast_id": 16, "character": "Laney", "credit_id": "52fe45e89251416c750667cb", "gender": 0, "id": 1080293, "name": "Delaney Price", "order": 11}, {"cast_id": 17, "character": "Aaron's Co-worker", "credit_id": "52fe45e89251416c750667cf", "gender": 0, "id": 1080294, "name": "Jack Pyland", "order": 12}, {"cast_id": 18, "character": "Clean Room Technician", "credit_id": "52fe45e89251416c750667d3", "gender": 0, "id": 1080295, "name": "Keith Bradshaw", "order": 13}, {"cast_id": 19, "character": "Laboratory Technician", "credit_id": "52fe45e89251416c750667d7", "gender": 0, "id": 1080296, "name": "Ashok Upadhyaya", "order": 14}, {"cast_id": 20, "character": "Will", "credit_id": "52fe45e89251416c750667db", "gender": 0, "id": 1080297, "name": "Brandon Blagg", "order": 15}, {"cast_id": 21, "character": "Will's Cousin", "credit_id": "52fe45e89251416c750667df", "gender": 0, "id": 1080298, "name": "Jon Cook", "order": 16}, {"cast_id": 22, "character": "Rachel's Date", "credit_id": "52fe45e89251416c750667e3", "gender": 2, "id": 203260, "name": "David Joyner", "order": 17}, {"cast_id": 23, "character": "Translator", "credit_id": "52fe45e89251416c750667e7", "gender": 0, "id": 1080299, "name": "Eric De Soualhat", "order": 18}]	[{"credit_id": "52fe45e79251416c75066791", "department": "Directing", "gender": 2, "id": 76624, "job": "Director", "name": "Shane Carruth"}, {"credit_id": "560a6cfcc3a368681f001dfe", "department": "Editing", "gender": 2, "id": 76624, "job": "Editor", "name": "Shane Carruth"}, {"credit_id": "52fe45e79251416c75066797", "department": "Production", "gender": 2, "id": 76624, "job": "Producer", "name": "Shane Carruth"}, {"credit_id": "52fe45e79251416c750667af", "department": "Writing", "gender": 2, "id": 76624, "job": "Writer", "name": "Shane Carruth"}, {"credit_id": "52fe45e79251416c7506679d", "department": "Sound", "gender": 2, "id": 76624, "job": "Music", "name": "Shane Carruth"}, {"credit_id": "560a6ba2c3a3686824001e85", "department": "Crew", "gender": 2, "id": 76624, "job": "Cinematography", "name": "Shane Carruth"}]
4797	0	[{"id": 10769, "name": "Foreign"}, {"id": 53, "name": "Thriller"}]	67238	[]	en	Cavite	Adam, a security guard, travels from California to the Philippines, his native land, for his father's funeral. He arrives in Manila. As he waits, a phone rings in his backpack; he answers it, and a male voice tells him that his mother and sister are captives and will be killed if Adam doesn't cooperate. Over the next hour, the voice sends Adam by bus, taxi, motorized tricycle, and on foot through an urban landscape of busy streets, cramped apartments, a fetid squatters' camp, a bank, a cockfighting arena, and a church. Adam's conversations with the voice cover murder, Islam, jihad, rebellion in Mindanao, and his family. What is it Adam will be commanded to do?	0.022173	[]	2005-03-12	0	80.0	[]	NaN	7.5	2	[]	[{"credit_id": "52fe475dc3a368484e0c319f", "department": "Directing", "gender": 0, "id": 1174437, "job": "Director", "name": "Neill Dela Llana"}, {"credit_id": "52fe475dc3a368484e0c31a5", "department": "Directing", "gender": 0, "id": 1174438, "job": "Director", "name": "Ian Gamazon"}]
4798	220000	[{"id": 28, "name": "Action"}, {"id": 80, "name": "Crime"}, {"id": 53, "name": "Thriller"}]	9367	[{"id": 5616, "name": "united states\u2013mexico barrier"}, {"id": 33649, "name": "legs"}, {"id": 162740, "name": "arms"}, {"id": 187891, "name": "paper knife"}, {"id": 206558, "name": "guitar case"}]	es	El Mariachi	El Mariachi just wants to play his guitar and carry on the family tradition. Unfortunately, the town he tries to find work in has another visitor...a killer who carries his guns in a guitar case. The drug lord and his henchmen mistake El Mariachi for the killer, Azul, and chase him around town trying to kill him and get his guitar case.	14.269792	[{"name": "Columbia Pictures", "id": 5}]	1992-09-04	2040920	81.0	[{"iso_639_1": "es", "name": "Espa\u00f1ol"}]	He didn't come looking for trouble, but trouble came looking for him.	6.6	238	[{"cast_id": 1, "character": "El Mariachi", "credit_id": "52fe44eec3a36847f80b27f9", "gender": 2, "id": 20498, "name": "Carlos Gallardo", "order": 0}, {"cast_id": 3, "character": "Bigot\u00f3n", "credit_id": "52fe44eec3a36847f80b2801", "gender": 0, "id": 57470, "name": "Jaime de Hoyos", "order": 2}, {"cast_id": 4, "character": "Mauricio (Moco)", "credit_id": "52fe44eec3a36847f80b2805", "gender": 2, "id": 57471, "name": "Peter Marquardt", "order": 3}, {"cast_id": 18, "character": "Azul", "credit_id": "52fe44eec3a36847f80b2851", "gender": 0, "id": 1192733, "name": "Reinol Martinez", "order": 4}, {"cast_id": 19, "character": "Cantinero", "credit_id": "52fe44eec3a36847f80b2855", "gender": 0, "id": 1192734, "name": "Ramiro Gomez", "order": 5}, {"cast_id": 20, "character": "Domino", "credit_id": "5300df549251416ae738b1f4", "gender": 0, "id": 1293343, "name": "Consuelo G\u00f3mez", "order": 6}, {"cast_id": 21, "character": "Moco's Men", "credit_id": "58f41b409251413da7019f90", "gender": 2, "id": 1066358, "name": "Juan Garc\u00eda", "order": 7}]	[{"credit_id": "52fe44eec3a36847f80b280b", "department": "Directing", "gender": 0, "id": 2294, "job": "Director", "name": "Robert Rodriguez"}, {"credit_id": "52fe44eec3a36847f80b2847", "department": "Camera", "gender": 0, "id": 2294, "job": "Director of Photography", "name": "Robert Rodriguez"}, {"credit_id": "52fe44eec3a36847f80b284d", "department": "Editing", "gender": 0, "id": 2294, "job": "Editor", "name": "Robert Rodriguez"}, {"credit_id": "52fe44eec3a36847f80b281d", "department": "Production", "gender": 0, "id": 2294, "job": "Producer", "name": "Robert Rodriguez"}, {"credit_id": "52fe44eec3a36847f80b2811", "department": "Writing", "gender": 0, "id": 2294, "job": "Author", "name": "Robert Rodriguez"}, {"credit_id": "52fe44eec3a36847f80b2817", "department": "Production", "gender": 2, "id": 20498, "job": "Producer", "name": "Carlos Gallardo"}, {"credit_id": "52fe44eec3a36847f80b2829", "department": "Sound", "gender": 0, "id": 57473, "job": "Music", "name": "Eric Guthrie"}, {"credit_id": "52fe44eec3a36847f80b282f", "department": "Sound", "gender": 0, "id": 57474, "job": "Music", "name": "Chris Knudson"}, {"credit_id": "52fe44eec3a36847f80b2835", "department": "Sound", "gender": 0, "id": 57475, "job": "Music", "name": "\u00c1lvaro Rodr\u00edguez"}, {"credit_id": "52fe44eec3a36847f80b283b", "department": "Sound", "gender": 0, "id": 57478, "job": "Music", "name": "Cecilio Rodr\u00edguez"}, {"credit_id": "52fe44eec3a36847f80b2841", "department": "Sound", "gender": 0, "id": 57479, "job": "Music", "name": "Mark Trujillo"}]
4799	9000	[{"id": 35, "name": "Comedy"}, {"id": 10749, "name": "Romance"}]	72766	[]	en	Newlyweds	A newlywed couple's honeymoon is upended by the arrivals of their respective sisters.	0.642552	[]	2011-12-26	0	85.0	[]	A newlywed couple's honeymoon is upended by the arrivals of their respective sisters.	5.9	5	[{"cast_id": 1, "character": "Buzzy", "credit_id": "52fe487dc3a368484e0fb001", "gender": 2, "id": 12833, "name": "Edward Burns", "order": 0}, {"cast_id": 2, "character": "Linda", "credit_id": "52fe487dc3a368484e0fb005", "gender": 1, "id": 58356, "name": "Kerry Bish\u00e9", "order": 1}, {"cast_id": 3, "character": "Marsha", "credit_id": "52fe487dc3a368484e0fb009", "gender": 1, "id": 17188, "name": "Marsha Dietlein", "order": 2}, {"cast_id": 4, "character": "Katie", "credit_id": "52fe487dc3a368484e0fb00d", "gender": 1, "id": 211993, "name": "Caitlin Fitzgerald", "order": 3}, {"cast_id": 7, "character": "Vanessa", "credit_id": "52fe487dc3a368484e0fb01d", "gender": 0, "id": 1257819, "name": "Daniella Pineda", "order": 4}]	[{"credit_id": "52fe487dc3a368484e0fb013", "department": "Directing", "gender": 2, "id": 12833, "job": "Director", "name": "Edward Burns"}, {"credit_id": "584a9e89c3a368141101e3b6", "department": "Production", "gender": 2, "id": 12833, "job": "Producer", "name": "Edward Burns"}, {"credit_id": "52fe487dc3a368484e0fb019", "department": "Writing", "gender": 2, "id": 12833, "job": "Writer", "name": "Edward Burns"}, {"credit_id": "584a9ead92514157fa00ccae", "department": "Production", "gender": 0, "id": 1066767, "job": "Producer", "name": "William Rexer"}, {"credit_id": "584a9ee792514119bc01e99c", "department": "Crew", "gender": 0, "id": 1066767, "job": "Cinematography", "name": "William Rexer"}, {"credit_id": "584a9ed2c3a368141a0201c7", "department": "Sound", "gender": 0, "id": 1251352, "job": "Music", "name": "P.T. Walkley"}, {"credit_id": "584aa1ba92514119b301ecfa", "department": "Editing", "gender": 0, "id": 1552358, "job": "Editor", "name": "Janet Gaynor"}, {"credit_id": "584a9e9e92514119b301eb56", "department": "Production", "gender": 0, "id": 1566006, "job": "Producer", "name": "Aaron Lubin"}]
4800	0	[{"id": 35, "name": "Comedy"}, {"id": 18, "name": "Drama"}, {"id": 10749, "name": "Romance"}, {"id": 10770, "name": "TV Movie"}]	231617	[{"id": 248, "name": "date"}, {"id": 699, "name": "love at first sight"}, {"id": 2398, "name": "narration"}, {"id": 5340, "name": "investigation"}, {"id": 34051, "name": "team"}, {"id": 173066, "name": "postal worker"}]	en	Signed, Sealed, Delivered	"Signed, Sealed, Delivered" introduces a dedicated quartet of civil servants in the Dead Letter Office of the U.S. Postal System who transform themselves into an elite team of lost-mail detectives. Their determination to deliver the seemingly undeliverable takes them out of the post office into an unpredictable world where letters and packages from the past save lives, solve crimes, reunite old loves, and change futures by arriving late, but always miraculously on time.	1.444476	[{"name": "Front Street Pictures", "id": 3958}, {"name": "Muse Entertainment Enterprises", "id": 6438}]	2013-10-13	0	120.0	[{"iso_639_1": "en", "name": "English"}]	NaN	7.0	6	[{"cast_id": 8, "character": "Oliver O\u2019Toole", "credit_id": "52fe4df3c3a36847f8275ed3", "gender": 2, "id": 11867, "name": "Eric Mabius", "order": 0}, {"cast_id": 9, "character": "Shane McInerney", "credit_id": "52fe4df3c3a36847f8275ed7", "gender": 1, "id": 34915, "name": "Kristin Booth", "order": 1}, {"cast_id": 11, "character": "Rita Haywith", "credit_id": "52fe4df3c3a36847f8275edf", "gender": 1, "id": 58393, "name": "Crystal Lowe", "order": 2}, {"cast_id": 12, "character": "Norman Dorman", "credit_id": "52fe4df3c3a36847f8275ee3", "gender": 0, "id": 119810, "name": "Geoff Gustafson", "order": 3}, {"cast_id": 14, "character": "Charlie Riggs", "credit_id": "52fe4df3c3a36847f8275eeb", "gender": 2, "id": 77865, "name": "Benjamin Hollingsworth", "order": 4}, {"cast_id": 13, "character": "Kelly", "credit_id": "52fe4df3c3a36847f8275ee7", "gender": 1, "id": 1037844, "name": "Laci J Mailey", "order": 5}, {"cast_id": 10, "character": "Andrea Shmeckle", "credit_id": "52fe4df3c3a36847f8275edb", "gender": 1, "id": 14668, "name": "Daphne Zuniga", "order": 6}]	[{"credit_id": "52fe4df3c3a36847f8275ecf", "department": "Costume & Make-Up", "gender": 0, "id": 23816, "job": "Costume Design", "name": "Carla Hetland"}, {"credit_id": "583328efc3a368675d0016e4", "department": "Production", "gender": 2, "id": 32733, "job": "Producer", "name": "Harvey Kahn"}, {"credit_id": "52fe4df3c3a36847f8275eb7", "department": "Camera", "gender": 2, "id": 43925, "job": "Director of Photography", "name": "Adam Sliwinski"}, {"credit_id": "52fe4df3c3a36847f8275eb1", "department": "Writing", "gender": 1, "id": 166873, "job": "Writer", "name": "Martha Williamson"}, {"credit_id": "58332c6ac3a3686753001dcf", "department": "Production", "gender": 1, "id": 166873, "job": "Executive Producer", "name": "Martha Williamson"}, {"credit_id": "554ea9ddc3a36879530001d9", "department": "Production", "gender": 2, "id": 174065, "job": "Executive Producer", "name": "Joel S. Rice"}, {"credit_id": "5833288e92514103450018f0", "department": "Production", "gender": 1, "id": 435006, "job": "Casting", "name": "Jackie Lind"}, {"credit_id": "5833289ac3a36867500019b1", "department": "Production", "gender": 0, "id": 551521, "job": "Casting", "name": "Shana Landsburg"}, {"credit_id": "52fe4df3c3a36847f8275ec9", "department": "Art", "gender": 1, "id": 1012891, "job": "Production Design", "name": "Renee Read"}, {"credit_id": "52fe4df3c3a36847f8275ec3", "department": "Sound", "gender": 2, "id": 1099146, "job": "Original Music Composer", "name": "Hal Beckett"}, {"credit_id": "52fe4df3c3a36847f8275eab", "department": "Directing", "gender": 0, "id": 1219158, "job": "Director", "name": "Scott Smith"}, {"credit_id": "58332c3f9251410348001bf2", "department": "Production", "gender": 0, "id": 1219158, "job": "Executive Producer", "name": "Scott Smith"}, {"credit_id": "52fe4df3c3a36847f8275ebd", "department": "Editing", "gender": 0, "id": 1271268, "job": "Editor", "name": "Lisa Binkley"}]
4801	0	[]	126186	[]	en	Shanghai Calling	When ambitious New York attorney Sam is sent to Shanghai on assignment, he immediately stumbles into a legal mess that could end his career. With the help of a beautiful relocation specialist, a well-connected old-timer, a clever journalist, and a street-smart legal assistant, Sam might just save his job, find romance, and learn to appreciate the beauty and wonders of Shanghai. Written by Anonymous (IMDB.com).	0.857008	[]	2012-05-03	0	98.0	[{"iso_639_1": "en", "name": "English"}]	A New Yorker in Shanghai	5.7	7	[{"cast_id": 3, "character": "Sam", "credit_id": "52fe4ad9c3a368484e16a375", "gender": 2, "id": 82093, "name": "Daniel Henney", "order": 0}, {"cast_id": 4, "character": "Amanda", "credit_id": "52fe4ad9c3a368484e16a379", "gender": 1, "id": 210050, "name": "Eliza Coupe", "order": 1}, {"cast_id": 5, "character": "Donald", "credit_id": "52fe4ad9c3a368484e16a37d", "gender": 2, "id": 2053, "name": "Bill Paxton", "order": 2}, {"cast_id": 6, "character": "Marcus Groff", "credit_id": "52fe4ad9c3a368484e16a381", "gender": 2, "id": 2394, "name": "Alan Ruck", "order": 3}, {"cast_id": 7, "character": "", "credit_id": "548347219251416e7b0081f7", "gender": 0, "id": 1395490, "name": "Zhu Shimao", "order": 4}]	[{"credit_id": "52fe4ad9c3a368484e16a36b", "department": "Directing", "gender": 2, "id": 208138, "job": "Director", "name": "Daniel Hsia"}, {"credit_id": "52fe4ad9c3a368484e16a371", "department": "Writing", "gender": 2, "id": 208138, "job": "Writer", "name": "Daniel Hsia"}]
4802	0	[{"id": 99, "name": "Documentary"}]	25975	[{"id": 1523, "name": "obsession"}, {"id": 2249, "name": "camcorder"}, {"id": 9986, "name": "crush"}, {"id": 11223, "name": "dream girl"}]	en	My Date with Drew	Ever since the second grade when he first saw her in E.T. The Extraterrestrial, Brian Herzlinger has had a crush on Drew Barrymore. Now, 20 years later he's decided to try to fulfill his lifelong dream by asking her for a date. There's one small problem: She's Drew Barrymore and he's, well, Brian Herzlinger, a broke 27-year-old aspiring filmmaker from New Jersey.	1.929883	[{"name": "rusty bear entertainment", "id": 87986}, {"name": "lucky crow films", "id": 87987}]	2005-08-05	0	90.0	[{"iso_639_1": "en", "name": "English"}]	NaN	6.3	16	[{"cast_id": 3, "character": "Herself", "credit_id": "52fe44e8c3a368484e03da91", "gender": 1, "id": 69597, "name": "Drew Barrymore", "order": 0}, {"cast_id": 5, "character": "Himself", "credit_id": "58ce01169251415a3901648f", "gender": 2, "id": 85563, "name": "Brian Herzlinger", "order": 1}, {"cast_id": 6, "character": "Himself", "credit_id": "58ce01339251415a410167f0", "gender": 2, "id": 3034, "name": "Corey Feldman", "order": 2}, {"cast_id": 8, "character": "Himself", "credit_id": "58ce018c9251415a7d016e36", "gender": 2, "id": 21315, "name": "Eric Roberts", "order": 3}, {"cast_id": 9, "character": "Himself", "credit_id": "58ce01b99251415a7d016e7d", "gender": 0, "id": 2171, "name": "Griffin Dunne", "order": 4}, {"cast_id": 10, "character": "Himself", "credit_id": "58ce01d19251415a8b0168be", "gender": 2, "id": 2231, "name": "Samuel L. Jackson", "order": 5}, {"cast_id": 11, "character": "Himself", "credit_id": "58ce01dd9251415a39016580", "gender": 2, "id": 14407, "name": "Matt LeBlanc", "order": 6}, {"cast_id": 7, "character": "Himself", "credit_id": "58ce0164c3a3685104015b28", "gender": 2, "id": 155007, "name": "Bill D'Elia", "order": 7}]	[{"credit_id": "58ce021b9251415a390165d9", "department": "Production", "gender": 2, "id": 6888, "job": "Executive Producer", "name": "Clark Peterson"}, {"credit_id": "58ce0232c3a36850e90157da", "department": "Production", "gender": 2, "id": 61051, "job": "Executive Producer", "name": "Andrew Reimer"}, {"credit_id": "52fe44e8c3a368484e03da8d", "department": "Directing", "gender": 2, "id": 85563, "job": "Director", "name": "Brian Herzlinger"}, {"credit_id": "52fe44e8c3a368484e03da87", "department": "Directing", "gender": 2, "id": 94471, "job": "Director", "name": "Jon Gunn"}, {"credit_id": "52fe44e8c3a368484e03da97", "department": "Directing", "gender": 0, "id": 997560, "job": "Director", "name": "Brett Winn"}]

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